dataset,strategy,budget,seed,macro_f1,accuracy,cost_scenario,cost_source,cost_source_url,cost_checked_at,human_cost_per_label,selection_cost_per_example,annotation_cost,selection_cost,total_cost,downstream_model,embedding_model ag_news,diversity_al,50,0,0.0974235104669887,0.242,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, ag_news,diversity_al,50,0,0.0974235104669887,0.242,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, ag_news,diversity_al,50,0,0.0974235104669887,0.242,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, ag_news,diversity_al,50,1,0.0974235104669887,0.242,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, ag_news,diversity_al,50,1,0.0974235104669887,0.242,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, ag_news,diversity_al,50,1,0.0974235104669887,0.242,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, ag_news,diversity_al,50,2,0.0974235104669887,0.242,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, ag_news,diversity_al,50,2,0.0974235104669887,0.242,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, ag_news,diversity_al,50,2,0.0974235104669887,0.242,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, ag_news,diversity_al,50,3,0.2551176371502952,0.361,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, ag_news,diversity_al,50,3,0.2551176371502952,0.361,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, ag_news,diversity_al,50,3,0.2551176371502952,0.361,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, ag_news,diversity_al,50,4,0.0974235104669887,0.242,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, ag_news,diversity_al,50,4,0.0974235104669887,0.242,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, ag_news,diversity_al,50,4,0.0974235104669887,0.242,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, ag_news,diversity_al,100,0,0.116643762602434,0.252,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, ag_news,diversity_al,100,0,0.116643762602434,0.252,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, ag_news,diversity_al,100,0,0.116643762602434,0.252,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, ag_news,diversity_al,100,1,0.1016998232743822,0.244,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, ag_news,diversity_al,100,1,0.1016998232743822,0.244,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, ag_news,diversity_al,100,1,0.1016998232743822,0.244,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, ag_news,diversity_al,100,2,0.0974235104669887,0.242,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, ag_news,diversity_al,100,2,0.0974235104669887,0.242,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, ag_news,diversity_al,100,2,0.0974235104669887,0.242,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, ag_news,diversity_al,100,3,0.2771578157775191,0.372,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, ag_news,diversity_al,100,3,0.2771578157775191,0.372,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, ag_news,diversity_al,100,3,0.2771578157775191,0.372,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, ag_news,diversity_al,100,4,0.2084134822428296,0.317,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, ag_news,diversity_al,100,4,0.2084134822428296,0.317,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, ag_news,diversity_al,100,4,0.2084134822428296,0.317,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, ag_news,diversity_al,250,0,0.2228361673526831,0.308,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, ag_news,diversity_al,250,0,0.2228361673526831,0.308,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, ag_news,diversity_al,250,0,0.2228361673526831,0.308,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, ag_news,diversity_al,250,1,0.1988528958473056,0.299,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, ag_news,diversity_al,250,1,0.1988528958473056,0.299,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, ag_news,diversity_al,250,1,0.1988528958473056,0.299,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, ag_news,diversity_al,250,2,0.2310401049106408,0.313,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, ag_news,diversity_al,250,2,0.2310401049106408,0.313,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, ag_news,diversity_al,250,2,0.2310401049106408,0.313,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, ag_news,diversity_al,250,3,0.1935004572133437,0.294,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, ag_news,diversity_al,250,3,0.1935004572133437,0.294,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, ag_news,diversity_al,250,3,0.1935004572133437,0.294,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, ag_news,diversity_al,250,4,0.2438190059170373,0.325,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, ag_news,diversity_al,250,4,0.2438190059170373,0.325,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, ag_news,diversity_al,250,4,0.2438190059170373,0.325,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, ag_news,diversity_al,500,0,0.5504758550633523,0.559,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, ag_news,diversity_al,500,0,0.5504758550633523,0.559,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, ag_news,diversity_al,500,0,0.5504758550633523,0.559,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, ag_news,diversity_al,500,1,0.4992329527127297,0.533,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, ag_news,diversity_al,500,1,0.4992329527127297,0.533,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, ag_news,diversity_al,500,1,0.4992329527127297,0.533,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, ag_news,diversity_al,500,2,0.5176687336396075,0.527,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, ag_news,diversity_al,500,2,0.5176687336396075,0.527,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, ag_news,diversity_al,500,2,0.5176687336396075,0.527,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, ag_news,diversity_al,500,3,0.5682370214423179,0.574,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, ag_news,diversity_al,500,3,0.5682370214423179,0.574,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, ag_news,diversity_al,500,3,0.5682370214423179,0.574,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, ag_news,diversity_al,500,4,0.539108585761436,0.553,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, ag_news,diversity_al,500,4,0.539108585761436,0.553,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, ag_news,diversity_al,500,4,0.539108585761436,0.553,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, ag_news,diversity_al,1000,0,0.7850079907279991,0.782,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, ag_news,diversity_al,1000,0,0.7850079907279991,0.782,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, ag_news,diversity_al,1000,0,0.7850079907279991,0.782,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, ag_news,diversity_al,1000,1,0.7810978873284657,0.778,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, ag_news,diversity_al,1000,1,0.7810978873284657,0.778,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, ag_news,diversity_al,1000,1,0.7810978873284657,0.778,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, ag_news,diversity_al,1000,2,0.7885634701264429,0.786,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, ag_news,diversity_al,1000,2,0.7885634701264429,0.786,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, ag_news,diversity_al,1000,2,0.7885634701264429,0.786,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, ag_news,diversity_al,1000,3,0.7817224934691553,0.779,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, ag_news,diversity_al,1000,3,0.7817224934691553,0.779,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, ag_news,diversity_al,1000,3,0.7817224934691553,0.779,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, ag_news,diversity_al,1000,4,0.7790324050542152,0.776,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, ag_news,diversity_al,1000,4,0.7790324050542152,0.776,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, ag_news,diversity_al,1000,4,0.7790324050542152,0.776,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, ag_news,hybrid_al,50,0,0.1006678398989215,0.247,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, ag_news,hybrid_al,50,0,0.1006678398989215,0.247,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, ag_news,hybrid_al,50,0,0.1006678398989215,0.247,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, ag_news,hybrid_al,50,1,0.2295225466715221,0.339,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, ag_news,hybrid_al,50,1,0.2295225466715221,0.339,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, ag_news,hybrid_al,50,1,0.2295225466715221,0.339,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, ag_news,hybrid_al,50,2,0.212421661578017,0.316,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, ag_news,hybrid_al,50,2,0.212421661578017,0.316,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, ag_news,hybrid_al,50,2,0.212421661578017,0.316,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, ag_news,hybrid_al,50,3,0.0987158908507223,0.246,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, ag_news,hybrid_al,50,3,0.0987158908507223,0.246,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, ag_news,hybrid_al,50,3,0.0987158908507223,0.246,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, ag_news,hybrid_al,50,4,0.0987158908507223,0.246,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, ag_news,hybrid_al,50,4,0.0987158908507223,0.246,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, ag_news,hybrid_al,50,4,0.0987158908507223,0.246,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, ag_news,hybrid_al,100,0,0.3747647930048042,0.453,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, ag_news,hybrid_al,100,0,0.3747647930048042,0.453,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, ag_news,hybrid_al,100,0,0.3747647930048042,0.453,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, ag_news,hybrid_al,100,1,0.3184677813056223,0.388,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, ag_news,hybrid_al,100,1,0.3184677813056223,0.388,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, ag_news,hybrid_al,100,1,0.3184677813056223,0.388,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, ag_news,hybrid_al,100,2,0.3797315025238512,0.463,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, ag_news,hybrid_al,100,2,0.3797315025238512,0.463,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, ag_news,hybrid_al,100,2,0.3797315025238512,0.463,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, ag_news,hybrid_al,100,3,0.0987158908507223,0.246,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, ag_news,hybrid_al,100,3,0.0987158908507223,0.246,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, ag_news,hybrid_al,100,3,0.0987158908507223,0.246,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, ag_news,hybrid_al,100,4,0.3734031778015553,0.414,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, ag_news,hybrid_al,100,4,0.3734031778015553,0.414,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, ag_news,hybrid_al,100,4,0.3734031778015553,0.414,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, ag_news,hybrid_al,250,0,0.1563421364666858,0.275,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, ag_news,hybrid_al,250,0,0.1563421364666858,0.275,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, ag_news,hybrid_al,250,0,0.1563421364666858,0.275,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, ag_news,hybrid_al,250,1,0.6639767237593325,0.685,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, ag_news,hybrid_al,250,1,0.6639767237593325,0.685,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, ag_news,hybrid_al,250,1,0.6639767237593325,0.685,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, ag_news,hybrid_al,250,2,0.6026286876685397,0.634,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, ag_news,hybrid_al,250,2,0.6026286876685397,0.634,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, ag_news,hybrid_al,250,2,0.6026286876685397,0.634,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, ag_news,hybrid_al,250,3,0.1905621656246385,0.293,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, ag_news,hybrid_al,250,3,0.1905621656246385,0.293,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, ag_news,hybrid_al,250,3,0.1905621656246385,0.293,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, ag_news,hybrid_al,250,4,0.4186305619279158,0.451,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, ag_news,hybrid_al,250,4,0.4186305619279158,0.451,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, ag_news,hybrid_al,250,4,0.4186305619279158,0.451,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, ag_news,hybrid_al,500,0,0.6299425296805969,0.644,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, ag_news,hybrid_al,500,0,0.6299425296805969,0.644,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, ag_news,hybrid_al,500,0,0.6299425296805969,0.644,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, ag_news,hybrid_al,500,1,0.6713726292571214,0.674,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, ag_news,hybrid_al,500,1,0.6713726292571214,0.674,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, ag_news,hybrid_al,500,1,0.6713726292571214,0.674,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, ag_news,hybrid_al,500,2,0.5995886437735529,0.607,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, ag_news,hybrid_al,500,2,0.5995886437735529,0.607,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, ag_news,hybrid_al,500,2,0.5995886437735529,0.607,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, ag_news,hybrid_al,500,3,0.6796129090243197,0.69,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, ag_news,hybrid_al,500,3,0.6796129090243197,0.69,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, ag_news,hybrid_al,500,3,0.6796129090243197,0.69,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, ag_news,hybrid_al,500,4,0.6068072432897289,0.62,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, ag_news,hybrid_al,500,4,0.6068072432897289,0.62,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, ag_news,hybrid_al,500,4,0.6068072432897289,0.62,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, ag_news,hybrid_al,1000,0,0.7918803188569126,0.791,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, ag_news,hybrid_al,1000,0,0.7918803188569126,0.791,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, ag_news,hybrid_al,1000,0,0.7918803188569126,0.791,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, ag_news,hybrid_al,1000,1,0.7776637823891266,0.777,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, ag_news,hybrid_al,1000,1,0.7776637823891266,0.777,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, ag_news,hybrid_al,1000,1,0.7776637823891266,0.777,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, ag_news,hybrid_al,1000,2,0.800761230818982,0.801,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, ag_news,hybrid_al,1000,2,0.800761230818982,0.801,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, ag_news,hybrid_al,1000,2,0.800761230818982,0.801,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, ag_news,hybrid_al,1000,3,0.7979878787758328,0.797,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, ag_news,hybrid_al,1000,3,0.7979878787758328,0.797,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, ag_news,hybrid_al,1000,3,0.7979878787758328,0.797,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, ag_news,hybrid_al,1000,4,0.7965783181139714,0.796,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, ag_news,hybrid_al,1000,4,0.7965783181139714,0.796,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, ag_news,hybrid_al,1000,4,0.7965783181139714,0.796,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, ag_news,random,50,0,0.0974235104669887,0.242,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, ag_news,random,50,0,0.0974235104669887,0.242,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, ag_news,random,50,0,0.0974235104669887,0.242,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, ag_news,random,50,1,0.3636373535544668,0.422,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, ag_news,random,50,1,0.3636373535544668,0.422,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, ag_news,random,50,1,0.3636373535544668,0.422,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, ag_news,random,50,2,0.1764575572052587,0.285,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, ag_news,random,50,2,0.1764575572052587,0.285,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, ag_news,random,50,2,0.1764575572052587,0.285,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, ag_news,random,50,3,0.2159609865958979,0.306,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, ag_news,random,50,3,0.2159609865958979,0.306,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, ag_news,random,50,3,0.2159609865958979,0.306,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, ag_news,random,50,4,0.2735065850549249,0.367,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, ag_news,random,50,4,0.2735065850549249,0.367,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, ag_news,random,50,4,0.2735065850549249,0.367,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, ag_news,random,100,0,0.3345347649718335,0.379,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, ag_news,random,100,0,0.3345347649718335,0.379,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, ag_news,random,100,0,0.3345347649718335,0.379,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, ag_news,random,100,1,0.3462346871687531,0.425,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, ag_news,random,100,1,0.3462346871687531,0.425,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, ag_news,random,100,1,0.3462346871687531,0.425,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, ag_news,random,100,2,0.3900673255114285,0.447,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, ag_news,random,100,2,0.3900673255114285,0.447,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, ag_news,random,100,2,0.3900673255114285,0.447,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, ag_news,random,100,3,0.2291516704872993,0.327,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, ag_news,random,100,3,0.2291516704872993,0.327,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, ag_news,random,100,3,0.2291516704872993,0.327,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, ag_news,random,100,4,0.4248750789011191,0.484,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, ag_news,random,100,4,0.4248750789011191,0.484,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, ag_news,random,100,4,0.4248750789011191,0.484,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, ag_news,random,250,0,0.547454718523669,0.567,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, ag_news,random,250,0,0.547454718523669,0.567,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, ag_news,random,250,0,0.547454718523669,0.567,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, ag_news,random,250,1,0.6937573111727597,0.69,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, ag_news,random,250,1,0.6937573111727597,0.69,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, ag_news,random,250,1,0.6937573111727597,0.69,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, ag_news,random,250,2,0.6765771882285208,0.672,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, ag_news,random,250,2,0.6765771882285208,0.672,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, ag_news,random,250,2,0.6765771882285208,0.672,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, ag_news,random,250,3,0.6459320254352758,0.649,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, ag_news,random,250,3,0.6459320254352758,0.649,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, ag_news,random,250,3,0.6459320254352758,0.649,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, ag_news,random,250,4,0.522078247327717,0.523,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, ag_news,random,250,4,0.522078247327717,0.523,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, ag_news,random,250,4,0.522078247327717,0.523,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, ag_news,random,500,0,0.7441928221574519,0.738,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, ag_news,random,500,0,0.7441928221574519,0.738,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, ag_news,random,500,0,0.7441928221574519,0.738,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, ag_news,random,500,1,0.6693679474661338,0.662,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, ag_news,random,500,1,0.6693679474661338,0.662,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, ag_news,random,500,1,0.6693679474661338,0.662,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, ag_news,random,500,2,0.7062648082168071,0.706,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, ag_news,random,500,2,0.7062648082168071,0.706,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, ag_news,random,500,2,0.7062648082168071,0.706,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, ag_news,random,500,3,0.7288788905288177,0.724,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, ag_news,random,500,3,0.7288788905288177,0.724,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, ag_news,random,500,3,0.7288788905288177,0.724,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, ag_news,random,500,4,0.7303091903708161,0.727,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, ag_news,random,500,4,0.7303091903708161,0.727,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, ag_news,random,500,4,0.7303091903708161,0.727,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, ag_news,random,1000,0,0.7801303181274121,0.776,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, ag_news,random,1000,0,0.7801303181274121,0.776,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, ag_news,random,1000,0,0.7801303181274121,0.776,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, ag_news,random,1000,1,0.7824168800658442,0.778,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, ag_news,random,1000,1,0.7824168800658442,0.778,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, ag_news,random,1000,1,0.7824168800658442,0.778,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, ag_news,random,1000,2,0.7703248849482659,0.765,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, ag_news,random,1000,2,0.7703248849482659,0.765,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, ag_news,random,1000,2,0.7703248849482659,0.765,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, ag_news,random,1000,3,0.7637995902528373,0.76,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, ag_news,random,1000,3,0.7637995902528373,0.76,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, ag_news,random,1000,3,0.7637995902528373,0.76,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, ag_news,random,1000,4,0.775802044037575,0.772,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, ag_news,random,1000,4,0.775802044037575,0.772,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, ag_news,random,1000,4,0.775802044037575,0.772,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, ag_news,uncertainty_al,50,0,0.4054847153331679,0.47,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, ag_news,uncertainty_al,50,0,0.4054847153331679,0.47,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, ag_news,uncertainty_al,50,0,0.4054847153331679,0.47,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, ag_news,uncertainty_al,50,1,0.1708516918261345,0.286,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, ag_news,uncertainty_al,50,1,0.1708516918261345,0.286,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, ag_news,uncertainty_al,50,1,0.1708516918261345,0.286,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, ag_news,uncertainty_al,50,2,0.1050552922590837,0.266,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, ag_news,uncertainty_al,50,2,0.1050552922590837,0.266,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, ag_news,uncertainty_al,50,2,0.1050552922590837,0.266,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, ag_news,uncertainty_al,50,3,0.1467755544840887,0.271,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, ag_news,uncertainty_al,50,3,0.1467755544840887,0.271,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, ag_news,uncertainty_al,50,3,0.1467755544840887,0.271,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, ag_news,uncertainty_al,50,4,0.1585896719556358,0.292,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, ag_news,uncertainty_al,50,4,0.1585896719556358,0.292,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, ag_news,uncertainty_al,50,4,0.1585896719556358,0.292,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, ag_news,uncertainty_al,100,0,0.1050440144351712,0.249,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, ag_news,uncertainty_al,100,0,0.1050440144351712,0.249,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, ag_news,uncertainty_al,100,0,0.1050440144351712,0.249,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, ag_news,uncertainty_al,100,1,0.2677685012972469,0.401,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, ag_news,uncertainty_al,100,1,0.2677685012972469,0.401,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, ag_news,uncertainty_al,100,1,0.2677685012972469,0.401,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, ag_news,uncertainty_al,100,2,0.0987158908507223,0.246,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, ag_news,uncertainty_al,100,2,0.0987158908507223,0.246,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, ag_news,uncertainty_al,100,2,0.0987158908507223,0.246,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, ag_news,uncertainty_al,100,3,0.2088580790406348,0.312,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, ag_news,uncertainty_al,100,3,0.2088580790406348,0.312,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, ag_news,uncertainty_al,100,3,0.2088580790406348,0.312,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, ag_news,uncertainty_al,100,4,0.2524139608769959,0.348,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, ag_news,uncertainty_al,100,4,0.2524139608769959,0.348,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, ag_news,uncertainty_al,100,4,0.2524139608769959,0.348,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, ag_news,uncertainty_al,250,0,0.2253274573487533,0.328,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, ag_news,uncertainty_al,250,0,0.2253274573487533,0.328,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, ag_news,uncertainty_al,250,0,0.2253274573487533,0.328,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, ag_news,uncertainty_al,250,1,0.373225095733617,0.462,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, ag_news,uncertainty_al,250,1,0.373225095733617,0.462,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, ag_news,uncertainty_al,250,1,0.373225095733617,0.462,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, ag_news,uncertainty_al,250,2,0.365043716081093,0.471,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, ag_news,uncertainty_al,250,2,0.365043716081093,0.471,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, ag_news,uncertainty_al,250,2,0.365043716081093,0.471,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, ag_news,uncertainty_al,250,3,0.4945856415669148,0.569,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, ag_news,uncertainty_al,250,3,0.4945856415669148,0.569,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, ag_news,uncertainty_al,250,3,0.4945856415669148,0.569,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, ag_news,uncertainty_al,250,4,0.2530392850023624,0.345,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, ag_news,uncertainty_al,250,4,0.2530392850023624,0.345,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, ag_news,uncertainty_al,250,4,0.2530392850023624,0.345,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, ag_news,uncertainty_al,500,0,0.4700802409242529,0.548,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, ag_news,uncertainty_al,500,0,0.4700802409242529,0.548,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, ag_news,uncertainty_al,500,0,0.4700802409242529,0.548,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, ag_news,uncertainty_al,500,1,0.3871029110623639,0.431,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, ag_news,uncertainty_al,500,1,0.3871029110623639,0.431,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, ag_news,uncertainty_al,500,1,0.3871029110623639,0.431,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, ag_news,uncertainty_al,500,2,0.6296535609124329,0.681,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, ag_news,uncertainty_al,500,2,0.6296535609124329,0.681,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, ag_news,uncertainty_al,500,2,0.6296535609124329,0.681,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, ag_news,uncertainty_al,500,3,0.4521765786001093,0.535,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, ag_news,uncertainty_al,500,3,0.4521765786001093,0.535,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, ag_news,uncertainty_al,500,3,0.4521765786001093,0.535,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, ag_news,uncertainty_al,500,4,0.3850708608026098,0.464,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, ag_news,uncertainty_al,500,4,0.3850708608026098,0.464,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, ag_news,uncertainty_al,500,4,0.3850708608026098,0.464,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, ag_news,uncertainty_al,1000,0,0.8093583768559215,0.81,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, ag_news,uncertainty_al,1000,0,0.8093583768559215,0.81,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, ag_news,uncertainty_al,1000,0,0.8093583768559215,0.81,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, ag_news,uncertainty_al,1000,1,0.74385239122658,0.754,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, ag_news,uncertainty_al,1000,1,0.74385239122658,0.754,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, ag_news,uncertainty_al,1000,1,0.74385239122658,0.754,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, ag_news,uncertainty_al,1000,2,0.7888195050399621,0.788,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, ag_news,uncertainty_al,1000,2,0.7888195050399621,0.788,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, ag_news,uncertainty_al,1000,2,0.7888195050399621,0.788,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, ag_news,uncertainty_al,1000,3,0.8071962823183869,0.809,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, ag_news,uncertainty_al,1000,3,0.8071962823183869,0.809,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, ag_news,uncertainty_al,1000,3,0.8071962823183869,0.809,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, ag_news,uncertainty_al,1000,4,0.799434767418562,0.8,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, ag_news,uncertainty_al,1000,4,0.799434767418562,0.8,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, ag_news,uncertainty_al,1000,4,0.799434767418562,0.8,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, banking77,diversity_al,50,0,0.0292335765712283,0.088,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, banking77,diversity_al,50,0,0.0292335765712283,0.088,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, banking77,diversity_al,50,0,0.0292335765712283,0.088,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, banking77,diversity_al,50,1,0.0443158696586383,0.046,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, banking77,diversity_al,50,1,0.0443158696586383,0.046,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, banking77,diversity_al,50,1,0.0443158696586383,0.046,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, banking77,diversity_al,50,2,0.035134739337445,0.109,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, banking77,diversity_al,50,2,0.035134739337445,0.109,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, banking77,diversity_al,50,2,0.035134739337445,0.109,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, banking77,diversity_al,50,3,0.0334556301859586,0.041,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, banking77,diversity_al,50,3,0.0334556301859586,0.041,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, banking77,diversity_al,50,3,0.0334556301859586,0.041,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, banking77,diversity_al,50,4,0.0316324498721894,0.047,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, banking77,diversity_al,50,4,0.0316324498721894,0.047,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, banking77,diversity_al,50,4,0.0316324498721894,0.047,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, banking77,diversity_al,100,0,0.0665103962126161,0.083,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, banking77,diversity_al,100,0,0.0665103962126161,0.083,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, banking77,diversity_al,100,0,0.0665103962126161,0.083,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, banking77,diversity_al,100,1,0.0634410817761948,0.073,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, banking77,diversity_al,100,1,0.0634410817761948,0.073,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, banking77,diversity_al,100,1,0.0634410817761948,0.073,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, banking77,diversity_al,100,2,0.0492305173987351,0.073,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, banking77,diversity_al,100,2,0.0492305173987351,0.073,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, banking77,diversity_al,100,2,0.0492305173987351,0.073,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, banking77,diversity_al,100,3,0.0516718780959399,0.085,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, banking77,diversity_al,100,3,0.0516718780959399,0.085,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, banking77,diversity_al,100,3,0.0516718780959399,0.085,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, banking77,diversity_al,100,4,0.0544097895110163,0.075,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, banking77,diversity_al,100,4,0.0544097895110163,0.075,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, banking77,diversity_al,100,4,0.0544097895110163,0.075,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, banking77,diversity_al,250,0,0.0680179803979874,0.099,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, banking77,diversity_al,250,0,0.0680179803979874,0.099,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, banking77,diversity_al,250,0,0.0680179803979874,0.099,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, banking77,diversity_al,250,1,0.100229948073047,0.135,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, banking77,diversity_al,250,1,0.100229948073047,0.135,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, banking77,diversity_al,250,1,0.100229948073047,0.135,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, banking77,diversity_al,250,2,0.096912492261407,0.133,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, banking77,diversity_al,250,2,0.096912492261407,0.133,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, banking77,diversity_al,250,2,0.096912492261407,0.133,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, banking77,diversity_al,250,3,0.0825060233090108,0.104,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, banking77,diversity_al,250,3,0.0825060233090108,0.104,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, banking77,diversity_al,250,3,0.0825060233090108,0.104,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, banking77,diversity_al,250,4,0.1234475870947735,0.135,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, banking77,diversity_al,250,4,0.1234475870947735,0.135,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, banking77,diversity_al,250,4,0.1234475870947735,0.135,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, banking77,diversity_al,500,0,0.2153577086428248,0.243,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, banking77,diversity_al,500,0,0.2153577086428248,0.243,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, banking77,diversity_al,500,0,0.2153577086428248,0.243,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, banking77,diversity_al,500,1,0.2019752911527863,0.214,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, banking77,diversity_al,500,1,0.2019752911527863,0.214,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, banking77,diversity_al,500,1,0.2019752911527863,0.214,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, banking77,diversity_al,500,2,0.2149116644721536,0.229,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, banking77,diversity_al,500,2,0.2149116644721536,0.229,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, banking77,diversity_al,500,2,0.2149116644721536,0.229,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, banking77,diversity_al,500,3,0.2129160686824029,0.223,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, banking77,diversity_al,500,3,0.2129160686824029,0.223,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, banking77,diversity_al,500,3,0.2129160686824029,0.223,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, banking77,diversity_al,500,4,0.2122836105451649,0.226,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, banking77,diversity_al,500,4,0.2122836105451649,0.226,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, banking77,diversity_al,500,4,0.2122836105451649,0.226,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, banking77,diversity_al,1000,0,0.5125159448225944,0.533,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, banking77,diversity_al,1000,0,0.5125159448225944,0.533,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, banking77,diversity_al,1000,0,0.5125159448225944,0.533,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, banking77,diversity_al,1000,1,0.5224001226462452,0.545,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, banking77,diversity_al,1000,1,0.5224001226462452,0.545,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, banking77,diversity_al,1000,1,0.5224001226462452,0.545,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, banking77,diversity_al,1000,2,0.5115500850379482,0.534,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, banking77,diversity_al,1000,2,0.5115500850379482,0.534,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, banking77,diversity_al,1000,2,0.5115500850379482,0.534,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, banking77,diversity_al,1000,3,0.5161494457776429,0.541,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, banking77,diversity_al,1000,3,0.5161494457776429,0.541,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, banking77,diversity_al,1000,3,0.5161494457776429,0.541,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, banking77,diversity_al,1000,4,0.526391725941568,0.549,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, banking77,diversity_al,1000,4,0.526391725941568,0.549,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, banking77,diversity_al,1000,4,0.526391725941568,0.549,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, banking77,hybrid_al,50,0,0.0083253520027067,0.019,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, banking77,hybrid_al,50,0,0.0083253520027067,0.019,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, banking77,hybrid_al,50,0,0.0083253520027067,0.019,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, banking77,hybrid_al,50,1,0.0376675628037775,0.052,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, banking77,hybrid_al,50,1,0.0376675628037775,0.052,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, banking77,hybrid_al,50,1,0.0376675628037775,0.052,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, banking77,hybrid_al,50,2,0.0067028904844109,0.021,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, banking77,hybrid_al,50,2,0.0067028904844109,0.021,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, banking77,hybrid_al,50,2,0.0067028904844109,0.021,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, banking77,hybrid_al,50,3,0.0259931853308914,0.047,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, banking77,hybrid_al,50,3,0.0259931853308914,0.047,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, banking77,hybrid_al,50,3,0.0259931853308914,0.047,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, banking77,hybrid_al,50,4,0.0160170692801071,0.041,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, banking77,hybrid_al,50,4,0.0160170692801071,0.041,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, banking77,hybrid_al,50,4,0.0160170692801071,0.041,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, banking77,hybrid_al,100,0,0.0745179324592405,0.109,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, banking77,hybrid_al,100,0,0.0745179324592405,0.109,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, banking77,hybrid_al,100,0,0.0745179324592405,0.109,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, banking77,hybrid_al,100,1,0.0371204108559869,0.066,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, banking77,hybrid_al,100,1,0.0371204108559869,0.066,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, banking77,hybrid_al,100,1,0.0371204108559869,0.066,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, banking77,hybrid_al,100,2,0.0258287486105195,0.044,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, banking77,hybrid_al,100,2,0.0258287486105195,0.044,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, banking77,hybrid_al,100,2,0.0258287486105195,0.044,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, banking77,hybrid_al,100,3,0.0151177990640508,0.029,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, banking77,hybrid_al,100,3,0.0151177990640508,0.029,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, banking77,hybrid_al,100,3,0.0151177990640508,0.029,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, banking77,hybrid_al,100,4,0.0373639804092203,0.047,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, banking77,hybrid_al,100,4,0.0373639804092203,0.047,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, banking77,hybrid_al,100,4,0.0373639804092203,0.047,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, banking77,hybrid_al,250,0,0.0788294246106817,0.095,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, banking77,hybrid_al,250,0,0.0788294246106817,0.095,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, banking77,hybrid_al,250,0,0.0788294246106817,0.095,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, banking77,hybrid_al,250,1,0.0638713218446872,0.089,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, banking77,hybrid_al,250,1,0.0638713218446872,0.089,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, banking77,hybrid_al,250,1,0.0638713218446872,0.089,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, banking77,hybrid_al,250,2,0.0476474843863417,0.083,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, banking77,hybrid_al,250,2,0.0476474843863417,0.083,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, banking77,hybrid_al,250,2,0.0476474843863417,0.083,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, banking77,hybrid_al,250,3,0.0653400902358797,0.086,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, banking77,hybrid_al,250,3,0.0653400902358797,0.086,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, banking77,hybrid_al,250,3,0.0653400902358797,0.086,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, banking77,hybrid_al,250,4,0.0718461037700237,0.121,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, banking77,hybrid_al,250,4,0.0718461037700237,0.121,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, banking77,hybrid_al,250,4,0.0718461037700237,0.121,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, banking77,hybrid_al,500,0,0.23739517421495,0.288,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, banking77,hybrid_al,500,0,0.23739517421495,0.288,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, banking77,hybrid_al,500,0,0.23739517421495,0.288,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, banking77,hybrid_al,500,1,0.2137114149953756,0.254,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, banking77,hybrid_al,500,1,0.2137114149953756,0.254,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, banking77,hybrid_al,500,1,0.2137114149953756,0.254,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, banking77,hybrid_al,500,2,0.2110734359780881,0.254,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, banking77,hybrid_al,500,2,0.2110734359780881,0.254,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, banking77,hybrid_al,500,2,0.2110734359780881,0.254,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, banking77,hybrid_al,500,3,0.2256502499755028,0.262,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, banking77,hybrid_al,500,3,0.2256502499755028,0.262,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, banking77,hybrid_al,500,3,0.2256502499755028,0.262,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, banking77,hybrid_al,500,4,0.2228427547779307,0.256,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, banking77,hybrid_al,500,4,0.2228427547779307,0.256,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, banking77,hybrid_al,500,4,0.2228427547779307,0.256,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, banking77,hybrid_al,1000,0,0.5286406090183513,0.558,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, banking77,hybrid_al,1000,0,0.5286406090183513,0.558,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, banking77,hybrid_al,1000,0,0.5286406090183513,0.558,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, banking77,hybrid_al,1000,1,0.5129358116509395,0.545,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, banking77,hybrid_al,1000,1,0.5129358116509395,0.545,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, banking77,hybrid_al,1000,1,0.5129358116509395,0.545,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, banking77,hybrid_al,1000,2,0.5233420599315268,0.556,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, banking77,hybrid_al,1000,2,0.5233420599315268,0.556,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, banking77,hybrid_al,1000,2,0.5233420599315268,0.556,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, banking77,hybrid_al,1000,3,0.5185819744075665,0.55,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, banking77,hybrid_al,1000,3,0.5185819744075665,0.55,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, banking77,hybrid_al,1000,3,0.5185819744075665,0.55,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, banking77,hybrid_al,1000,4,0.5320353716794108,0.559,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, banking77,hybrid_al,1000,4,0.5320353716794108,0.559,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, banking77,hybrid_al,1000,4,0.5320353716794108,0.559,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, banking77,random,50,0,0.0378022987047835,0.056,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, banking77,random,50,0,0.0378022987047835,0.056,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, banking77,random,50,0,0.0378022987047835,0.056,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, banking77,random,50,1,0.0206517840943025,0.075,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, banking77,random,50,1,0.0206517840943025,0.075,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, banking77,random,50,1,0.0206517840943025,0.075,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, banking77,random,50,2,0.02062132540276,0.07,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, banking77,random,50,2,0.02062132540276,0.07,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, banking77,random,50,2,0.02062132540276,0.07,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, banking77,random,50,3,0.0089022326404704,0.018,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, banking77,random,50,3,0.0089022326404704,0.018,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, banking77,random,50,3,0.0089022326404704,0.018,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, banking77,random,50,4,0.0300335971147922,0.053,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, banking77,random,50,4,0.0300335971147922,0.053,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, banking77,random,50,4,0.0300335971147922,0.053,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, banking77,random,100,0,0.0657183231247636,0.086,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, banking77,random,100,0,0.0657183231247636,0.086,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, banking77,random,100,0,0.0657183231247636,0.086,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, banking77,random,100,1,0.0495604041913584,0.065,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, banking77,random,100,1,0.0495604041913584,0.065,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, banking77,random,100,1,0.0495604041913584,0.065,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, banking77,random,100,2,0.0328269791643309,0.069,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, banking77,random,100,2,0.0328269791643309,0.069,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, banking77,random,100,2,0.0328269791643309,0.069,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, banking77,random,100,3,0.0312447458030882,0.06,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, banking77,random,100,3,0.0312447458030882,0.06,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, banking77,random,100,3,0.0312447458030882,0.06,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, banking77,random,100,4,0.0594185878971954,0.105,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, banking77,random,100,4,0.0594185878971954,0.105,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, banking77,random,100,4,0.0594185878971954,0.105,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, banking77,random,250,0,0.1243507796299894,0.164,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, banking77,random,250,0,0.1243507796299894,0.164,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, banking77,random,250,0,0.1243507796299894,0.164,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, banking77,random,250,1,0.1363999827238785,0.14,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, banking77,random,250,1,0.1363999827238785,0.14,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, banking77,random,250,1,0.1363999827238785,0.14,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, banking77,random,250,2,0.1538379916022925,0.183,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, banking77,random,250,2,0.1538379916022925,0.183,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, banking77,random,250,2,0.1538379916022925,0.183,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, banking77,random,250,3,0.1509324211593254,0.19,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, banking77,random,250,3,0.1509324211593254,0.19,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, banking77,random,250,3,0.1509324211593254,0.19,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, banking77,random,250,4,0.1608040473541319,0.178,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, banking77,random,250,4,0.1608040473541319,0.178,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, banking77,random,250,4,0.1608040473541319,0.178,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, banking77,random,500,0,0.3097343982924381,0.317,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, banking77,random,500,0,0.3097343982924381,0.317,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, banking77,random,500,0,0.3097343982924381,0.317,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, banking77,random,500,1,0.2715453719218519,0.318,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, banking77,random,500,1,0.2715453719218519,0.318,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, banking77,random,500,1,0.2715453719218519,0.318,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, banking77,random,500,2,0.3134631034154491,0.351,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, banking77,random,500,2,0.3134631034154491,0.351,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, banking77,random,500,2,0.3134631034154491,0.351,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, banking77,random,500,3,0.2896807563134702,0.324,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, banking77,random,500,3,0.2896807563134702,0.324,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, banking77,random,500,3,0.2896807563134702,0.324,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, banking77,random,500,4,0.281124727860462,0.309,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, banking77,random,500,4,0.281124727860462,0.309,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, banking77,random,500,4,0.281124727860462,0.309,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, banking77,random,1000,0,0.5402224157381077,0.562,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, banking77,random,1000,0,0.5402224157381077,0.562,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, banking77,random,1000,0,0.5402224157381077,0.562,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, banking77,random,1000,1,0.5471215141421877,0.574,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, banking77,random,1000,1,0.5471215141421877,0.574,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, banking77,random,1000,1,0.5471215141421877,0.574,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, banking77,random,1000,2,0.5482841814870627,0.573,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, banking77,random,1000,2,0.5482841814870627,0.573,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, banking77,random,1000,2,0.5482841814870627,0.573,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, banking77,random,1000,3,0.5354590852802192,0.565,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, banking77,random,1000,3,0.5354590852802192,0.565,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, banking77,random,1000,3,0.5354590852802192,0.565,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, banking77,random,1000,4,0.5523075785032003,0.581,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, banking77,random,1000,4,0.5523075785032003,0.581,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, banking77,random,1000,4,0.5523075785032003,0.581,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, banking77,uncertainty_al,50,0,0.0182962708807802,0.036,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, banking77,uncertainty_al,50,0,0.0182962708807802,0.036,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, banking77,uncertainty_al,50,0,0.0182962708807802,0.036,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, banking77,uncertainty_al,50,1,0.0169697371008947,0.029,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, banking77,uncertainty_al,50,1,0.0169697371008947,0.029,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, banking77,uncertainty_al,50,1,0.0169697371008947,0.029,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, banking77,uncertainty_al,50,2,0.0282782910219713,0.045,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, banking77,uncertainty_al,50,2,0.0282782910219713,0.045,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, banking77,uncertainty_al,50,2,0.0282782910219713,0.045,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, banking77,uncertainty_al,50,3,0.0530871777569679,0.073,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, banking77,uncertainty_al,50,3,0.0530871777569679,0.073,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, banking77,uncertainty_al,50,3,0.0530871777569679,0.073,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, banking77,uncertainty_al,50,4,0.0094972043321177,0.022,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, banking77,uncertainty_al,50,4,0.0094972043321177,0.022,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, banking77,uncertainty_al,50,4,0.0094972043321177,0.022,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, banking77,uncertainty_al,100,0,0.0453744493743561,0.088,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, banking77,uncertainty_al,100,0,0.0453744493743561,0.088,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, banking77,uncertainty_al,100,0,0.0453744493743561,0.088,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, banking77,uncertainty_al,100,1,0.0626742166819196,0.1,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, banking77,uncertainty_al,100,1,0.0626742166819196,0.1,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, banking77,uncertainty_al,100,1,0.0626742166819196,0.1,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, banking77,uncertainty_al,100,2,0.0439501174796105,0.085,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, banking77,uncertainty_al,100,2,0.0439501174796105,0.085,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, banking77,uncertainty_al,100,2,0.0439501174796105,0.085,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, banking77,uncertainty_al,100,3,0.0362028880618192,0.054,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, banking77,uncertainty_al,100,3,0.0362028880618192,0.054,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, banking77,uncertainty_al,100,3,0.0362028880618192,0.054,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, banking77,uncertainty_al,100,4,0.0200077726837267,0.046,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, banking77,uncertainty_al,100,4,0.0200077726837267,0.046,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, banking77,uncertainty_al,100,4,0.0200077726837267,0.046,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, banking77,uncertainty_al,250,0,0.1043636933410799,0.164,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, banking77,uncertainty_al,250,0,0.1043636933410799,0.164,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, banking77,uncertainty_al,250,0,0.1043636933410799,0.164,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, banking77,uncertainty_al,250,1,0.1257438920113244,0.176,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, banking77,uncertainty_al,250,1,0.1257438920113244,0.176,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, banking77,uncertainty_al,250,1,0.1257438920113244,0.176,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, banking77,uncertainty_al,250,2,0.0855413980607102,0.117,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, banking77,uncertainty_al,250,2,0.0855413980607102,0.117,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, banking77,uncertainty_al,250,2,0.0855413980607102,0.117,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, banking77,uncertainty_al,250,3,0.1200219149095964,0.18,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, banking77,uncertainty_al,250,3,0.1200219149095964,0.18,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, banking77,uncertainty_al,250,3,0.1200219149095964,0.18,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, banking77,uncertainty_al,250,4,0.1112182178117924,0.137,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, banking77,uncertainty_al,250,4,0.1112182178117924,0.137,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, banking77,uncertainty_al,250,4,0.1112182178117924,0.137,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, banking77,uncertainty_al,500,0,0.1972598311484093,0.254,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, banking77,uncertainty_al,500,0,0.1972598311484093,0.254,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, banking77,uncertainty_al,500,0,0.1972598311484093,0.254,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, banking77,uncertainty_al,500,1,0.1930770499436442,0.256,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, banking77,uncertainty_al,500,1,0.1930770499436442,0.256,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, banking77,uncertainty_al,500,1,0.1930770499436442,0.256,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, banking77,uncertainty_al,500,2,0.2014001682961945,0.274,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, banking77,uncertainty_al,500,2,0.2014001682961945,0.274,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, banking77,uncertainty_al,500,2,0.2014001682961945,0.274,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, banking77,uncertainty_al,500,3,0.1773950805706297,0.223,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, banking77,uncertainty_al,500,3,0.1773950805706297,0.223,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, banking77,uncertainty_al,500,3,0.1773950805706297,0.223,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, banking77,uncertainty_al,500,4,0.2002752847041558,0.257,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, banking77,uncertainty_al,500,4,0.2002752847041558,0.257,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, banking77,uncertainty_al,500,4,0.2002752847041558,0.257,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, banking77,uncertainty_al,1000,0,0.4791203775236387,0.517,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, banking77,uncertainty_al,1000,0,0.4791203775236387,0.517,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, banking77,uncertainty_al,1000,0,0.4791203775236387,0.517,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, banking77,uncertainty_al,1000,1,0.4998243175732302,0.535,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, banking77,uncertainty_al,1000,1,0.4998243175732302,0.535,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, banking77,uncertainty_al,1000,1,0.4998243175732302,0.535,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, banking77,uncertainty_al,1000,2,0.5046597928840912,0.532,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, banking77,uncertainty_al,1000,2,0.5046597928840912,0.532,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, banking77,uncertainty_al,1000,2,0.5046597928840912,0.532,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, banking77,uncertainty_al,1000,3,0.4907681653004639,0.519,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, banking77,uncertainty_al,1000,3,0.4907681653004639,0.519,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, banking77,uncertainty_al,1000,3,0.4907681653004639,0.519,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, banking77,uncertainty_al,1000,4,0.4723621770308984,0.516,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, banking77,uncertainty_al,1000,4,0.4723621770308984,0.516,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, banking77,uncertainty_al,1000,4,0.4723621770308984,0.516,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, emotion,diversity_al,50,0,0.1210784327634721,0.364,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, emotion,diversity_al,50,0,0.1210784327634721,0.364,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, emotion,diversity_al,50,0,0.1210784327634721,0.364,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, emotion,diversity_al,50,1,0.1101439266195482,0.369,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, emotion,diversity_al,50,1,0.1101439266195482,0.369,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, emotion,diversity_al,50,1,0.1101439266195482,0.369,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, emotion,diversity_al,50,2,0.1490100875731543,0.362,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, emotion,diversity_al,50,2,0.1490100875731543,0.362,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, emotion,diversity_al,50,2,0.1490100875731543,0.362,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, emotion,diversity_al,50,3,0.1448915383341612,0.359,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, emotion,diversity_al,50,3,0.1448915383341612,0.359,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, emotion,diversity_al,50,3,0.1448915383341612,0.359,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, emotion,diversity_al,50,4,0.1461448795794369,0.361,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, emotion,diversity_al,50,4,0.1461448795794369,0.361,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, emotion,diversity_al,50,4,0.1461448795794369,0.361,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, emotion,diversity_al,100,0,0.1341662718556119,0.381,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, emotion,diversity_al,100,0,0.1341662718556119,0.381,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, emotion,diversity_al,100,0,0.1341662718556119,0.381,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, emotion,diversity_al,100,1,0.1468298095876045,0.391,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, emotion,diversity_al,100,1,0.1468298095876045,0.391,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, emotion,diversity_al,100,1,0.1468298095876045,0.391,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, emotion,diversity_al,100,2,0.1327579659526414,0.378,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, emotion,diversity_al,100,2,0.1327579659526414,0.378,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, emotion,diversity_al,100,2,0.1327579659526414,0.378,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, emotion,diversity_al,100,3,0.1089736840266459,0.369,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, emotion,diversity_al,100,3,0.1089736840266459,0.369,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, emotion,diversity_al,100,3,0.1089736840266459,0.369,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, emotion,diversity_al,100,4,0.1269808938441013,0.357,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, emotion,diversity_al,100,4,0.1269808938441013,0.357,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, emotion,diversity_al,100,4,0.1269808938441013,0.357,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, emotion,diversity_al,250,0,0.1164838816882685,0.372,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, emotion,diversity_al,250,0,0.1164838816882685,0.372,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, emotion,diversity_al,250,0,0.1164838816882685,0.372,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, emotion,diversity_al,250,1,0.1472946230408286,0.4,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, emotion,diversity_al,250,1,0.1472946230408286,0.4,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, emotion,diversity_al,250,1,0.1472946230408286,0.4,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, emotion,diversity_al,250,2,0.14415868878002,0.398,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, emotion,diversity_al,250,2,0.14415868878002,0.398,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, emotion,diversity_al,250,2,0.14415868878002,0.398,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, emotion,diversity_al,250,3,0.1032571066203353,0.371,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, emotion,diversity_al,250,3,0.1032571066203353,0.371,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, emotion,diversity_al,250,3,0.1032571066203353,0.371,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, emotion,diversity_al,250,4,0.1094508747957023,0.371,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, emotion,diversity_al,250,4,0.1094508747957023,0.371,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, emotion,diversity_al,250,4,0.1094508747957023,0.371,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, emotion,diversity_al,500,0,0.1237566176302025,0.389,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, emotion,diversity_al,500,0,0.1237566176302025,0.389,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, emotion,diversity_al,500,0,0.1237566176302025,0.389,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, emotion,diversity_al,500,1,0.1327746393288801,0.397,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, emotion,diversity_al,500,1,0.1327746393288801,0.397,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, emotion,diversity_al,500,1,0.1327746393288801,0.397,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, emotion,diversity_al,500,2,0.1159215242407093,0.377,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, emotion,diversity_al,500,2,0.1159215242407093,0.377,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, emotion,diversity_al,500,2,0.1159215242407093,0.377,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, emotion,diversity_al,500,3,0.1245820912424342,0.389,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, emotion,diversity_al,500,3,0.1245820912424342,0.389,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, emotion,diversity_al,500,3,0.1245820912424342,0.389,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, emotion,diversity_al,500,4,0.1201049503090754,0.383,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, emotion,diversity_al,500,4,0.1201049503090754,0.383,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, emotion,diversity_al,500,4,0.1201049503090754,0.383,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, emotion,diversity_al,1000,0,0.1967923238494684,0.476,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, emotion,diversity_al,1000,0,0.1967923238494684,0.476,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, emotion,diversity_al,1000,0,0.1967923238494684,0.476,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, emotion,diversity_al,1000,1,0.1991873474823286,0.478,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, emotion,diversity_al,1000,1,0.1991873474823286,0.478,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, emotion,diversity_al,1000,1,0.1991873474823286,0.478,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, emotion,diversity_al,1000,2,0.1975089221686548,0.475,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, emotion,diversity_al,1000,2,0.1975089221686548,0.475,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, emotion,diversity_al,1000,2,0.1975089221686548,0.475,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, emotion,diversity_al,1000,3,0.1979049130107649,0.48,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, emotion,diversity_al,1000,3,0.1979049130107649,0.48,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, emotion,diversity_al,1000,3,0.1979049130107649,0.48,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, emotion,diversity_al,1000,4,0.1936693951182075,0.472,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, emotion,diversity_al,1000,4,0.1936693951182075,0.472,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, emotion,diversity_al,1000,4,0.1936693951182075,0.472,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, emotion,hybrid_al,50,0,0.1686693760945552,0.352,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, emotion,hybrid_al,50,0,0.1686693760945552,0.352,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, emotion,hybrid_al,50,0,0.1686693760945552,0.352,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, emotion,hybrid_al,50,1,0.1381840571874812,0.341,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, emotion,hybrid_al,50,1,0.1381840571874812,0.341,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, emotion,hybrid_al,50,1,0.1381840571874812,0.341,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, emotion,hybrid_al,50,2,0.0881197839960726,0.359,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, emotion,hybrid_al,50,2,0.0881197839960726,0.359,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, emotion,hybrid_al,50,2,0.0881197839960726,0.359,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, emotion,hybrid_al,50,3,0.1268569461507873,0.326,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, emotion,hybrid_al,50,3,0.1268569461507873,0.326,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, emotion,hybrid_al,50,3,0.1268569461507873,0.326,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, emotion,hybrid_al,50,4,0.1403406961420816,0.354,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, emotion,hybrid_al,50,4,0.1403406961420816,0.354,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, emotion,hybrid_al,50,4,0.1403406961420816,0.354,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, emotion,hybrid_al,100,0,0.1172559472127527,0.372,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, emotion,hybrid_al,100,0,0.1172559472127527,0.372,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, emotion,hybrid_al,100,0,0.1172559472127527,0.372,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, emotion,hybrid_al,100,1,0.1257171159154766,0.379,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, emotion,hybrid_al,100,1,0.1257171159154766,0.379,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, emotion,hybrid_al,100,1,0.1257171159154766,0.379,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, emotion,hybrid_al,100,2,0.147357779892094,0.381,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, emotion,hybrid_al,100,2,0.147357779892094,0.381,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, emotion,hybrid_al,100,2,0.147357779892094,0.381,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, emotion,hybrid_al,100,3,0.1145012842465753,0.372,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, emotion,hybrid_al,100,3,0.1145012842465753,0.372,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, emotion,hybrid_al,100,3,0.1145012842465753,0.372,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, emotion,hybrid_al,100,4,0.1533961055990953,0.359,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, emotion,hybrid_al,100,4,0.1533961055990953,0.359,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, emotion,hybrid_al,100,4,0.1533961055990953,0.359,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, emotion,hybrid_al,250,0,0.1538517441789817,0.4,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, emotion,hybrid_al,250,0,0.1538517441789817,0.4,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, emotion,hybrid_al,250,0,0.1538517441789817,0.4,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, emotion,hybrid_al,250,1,0.1271424845368507,0.38,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, emotion,hybrid_al,250,1,0.1271424845368507,0.38,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, emotion,hybrid_al,250,1,0.1271424845368507,0.38,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, emotion,hybrid_al,250,2,0.1166413682201415,0.377,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, emotion,hybrid_al,250,2,0.1166413682201415,0.377,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, emotion,hybrid_al,250,2,0.1166413682201415,0.377,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, emotion,hybrid_al,250,3,0.1530550083027412,0.389,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, emotion,hybrid_al,250,3,0.1530550083027412,0.389,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, emotion,hybrid_al,250,3,0.1530550083027412,0.389,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, emotion,hybrid_al,250,4,0.1179295037434572,0.372,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, emotion,hybrid_al,250,4,0.1179295037434572,0.372,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, emotion,hybrid_al,250,4,0.1179295037434572,0.372,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, emotion,hybrid_al,500,0,0.1907747527747527,0.431,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, emotion,hybrid_al,500,0,0.1907747527747527,0.431,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, emotion,hybrid_al,500,0,0.1907747527747527,0.431,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, emotion,hybrid_al,500,1,0.1995903733071612,0.454,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, emotion,hybrid_al,500,1,0.1995903733071612,0.454,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, emotion,hybrid_al,500,1,0.1995903733071612,0.454,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, emotion,hybrid_al,500,2,0.2025602971274441,0.451,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, emotion,hybrid_al,500,2,0.2025602971274441,0.451,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, emotion,hybrid_al,500,2,0.2025602971274441,0.451,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, emotion,hybrid_al,500,3,0.1667861814029061,0.413,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, emotion,hybrid_al,500,3,0.1667861814029061,0.413,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, emotion,hybrid_al,500,3,0.1667861814029061,0.413,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, emotion,hybrid_al,500,4,0.1744302369066382,0.423,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, emotion,hybrid_al,500,4,0.1744302369066382,0.423,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, emotion,hybrid_al,500,4,0.1744302369066382,0.423,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, emotion,hybrid_al,1000,0,0.2262637288353547,0.5,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, emotion,hybrid_al,1000,0,0.2262637288353547,0.5,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, emotion,hybrid_al,1000,0,0.2262637288353547,0.5,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, emotion,hybrid_al,1000,1,0.2400432376891144,0.513,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, emotion,hybrid_al,1000,1,0.2400432376891144,0.513,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, emotion,hybrid_al,1000,1,0.2400432376891144,0.513,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, emotion,hybrid_al,1000,2,0.2325808340756644,0.496,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, emotion,hybrid_al,1000,2,0.2325808340756644,0.496,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, emotion,hybrid_al,1000,2,0.2325808340756644,0.496,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, emotion,hybrid_al,1000,3,0.2376595009451255,0.512,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, emotion,hybrid_al,1000,3,0.2376595009451255,0.512,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, emotion,hybrid_al,1000,3,0.2376595009451255,0.512,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, emotion,hybrid_al,1000,4,0.2328354566321488,0.505,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, emotion,hybrid_al,1000,4,0.2328354566321488,0.505,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, emotion,hybrid_al,1000,4,0.2328354566321488,0.505,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, emotion,random,50,0,0.1070878548457023,0.373,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, emotion,random,50,0,0.1070878548457023,0.373,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, emotion,random,50,0,0.1070878548457023,0.373,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, emotion,random,50,1,0.1017807251849805,0.36,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, emotion,random,50,1,0.1017807251849805,0.36,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, emotion,random,50,1,0.1017807251849805,0.36,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, emotion,random,50,2,0.0880549423595781,0.359,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, emotion,random,50,2,0.0880549423595781,0.359,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, emotion,random,50,2,0.0880549423595781,0.359,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, emotion,random,50,3,0.08927719140348,0.36,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, emotion,random,50,3,0.08927719140348,0.36,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, emotion,random,50,3,0.08927719140348,0.36,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, emotion,random,50,4,0.1305037195813894,0.33,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, emotion,random,50,4,0.1305037195813894,0.33,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, emotion,random,50,4,0.1305037195813894,0.33,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, emotion,random,100,0,0.1185783532092718,0.354,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, emotion,random,100,0,0.1185783532092718,0.354,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, emotion,random,100,0,0.1185783532092718,0.354,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, emotion,random,100,1,0.1603665317203088,0.399,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, emotion,random,100,1,0.1603665317203088,0.399,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, emotion,random,100,1,0.1603665317203088,0.399,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, emotion,random,100,2,0.1136056585484066,0.374,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, emotion,random,100,2,0.1136056585484066,0.374,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, emotion,random,100,2,0.1136056585484066,0.374,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, emotion,random,100,3,0.1578364027555713,0.389,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, emotion,random,100,3,0.1578364027555713,0.389,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, emotion,random,100,3,0.1578364027555713,0.389,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, emotion,random,100,4,0.1350833144171128,0.381,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, emotion,random,100,4,0.1350833144171128,0.381,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, emotion,random,100,4,0.1350833144171128,0.381,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, emotion,random,250,0,0.1202957421618196,0.381,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, emotion,random,250,0,0.1202957421618196,0.381,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, emotion,random,250,0,0.1202957421618196,0.381,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, emotion,random,250,1,0.1669176927450732,0.416,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, emotion,random,250,1,0.1669176927450732,0.416,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, emotion,random,250,1,0.1669176927450732,0.416,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, emotion,random,250,2,0.1537645377041242,0.414,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, emotion,random,250,2,0.1537645377041242,0.414,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, emotion,random,250,2,0.1537645377041242,0.414,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, emotion,random,250,3,0.1675097325286936,0.423,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, emotion,random,250,3,0.1675097325286936,0.423,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, emotion,random,250,3,0.1675097325286936,0.423,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, emotion,random,250,4,0.1724584029615652,0.438,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, emotion,random,250,4,0.1724584029615652,0.438,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, emotion,random,250,4,0.1724584029615652,0.438,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, emotion,random,500,0,0.1693748243862431,0.43,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, emotion,random,500,0,0.1693748243862431,0.43,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, emotion,random,500,0,0.1693748243862431,0.43,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, emotion,random,500,1,0.1913046372433689,0.45,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, emotion,random,500,1,0.1913046372433689,0.45,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, emotion,random,500,1,0.1913046372433689,0.45,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, emotion,random,500,2,0.1816213576322169,0.456,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, emotion,random,500,2,0.1816213576322169,0.456,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, emotion,random,500,2,0.1816213576322169,0.456,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, emotion,random,500,3,0.179280480740724,0.433,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, emotion,random,500,3,0.179280480740724,0.433,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, emotion,random,500,3,0.179280480740724,0.433,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, emotion,random,500,4,0.1673794909026907,0.434,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, emotion,random,500,4,0.1673794909026907,0.434,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, emotion,random,500,4,0.1673794909026907,0.434,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, emotion,random,1000,0,0.2059895183512889,0.479,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, emotion,random,1000,0,0.2059895183512889,0.479,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, emotion,random,1000,0,0.2059895183512889,0.479,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, emotion,random,1000,1,0.2074745465564439,0.484,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, emotion,random,1000,1,0.2074745465564439,0.484,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, emotion,random,1000,1,0.2074745465564439,0.484,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, emotion,random,1000,2,0.2156524631599508,0.493,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, emotion,random,1000,2,0.2156524631599508,0.493,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, emotion,random,1000,2,0.2156524631599508,0.493,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, emotion,random,1000,3,0.2000523278955925,0.463,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, emotion,random,1000,3,0.2000523278955925,0.463,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, emotion,random,1000,3,0.2000523278955925,0.463,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, emotion,random,1000,4,0.2171676494776825,0.492,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, emotion,random,1000,4,0.2171676494776825,0.492,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, emotion,random,1000,4,0.2171676494776825,0.492,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, emotion,uncertainty_al,50,0,0.0907755813906105,0.355,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, emotion,uncertainty_al,50,0,0.0907755813906105,0.355,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, emotion,uncertainty_al,50,0,0.0907755813906105,0.355,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, emotion,uncertainty_al,50,1,0.1326963629644122,0.352,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, emotion,uncertainty_al,50,1,0.1326963629644122,0.352,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, emotion,uncertainty_al,50,1,0.1326963629644122,0.352,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, emotion,uncertainty_al,50,2,0.0743330743330743,0.287,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, emotion,uncertainty_al,50,2,0.0743330743330743,0.287,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, emotion,uncertainty_al,50,2,0.0743330743330743,0.287,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, emotion,uncertainty_al,50,3,0.0975017706522439,0.361,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, emotion,uncertainty_al,50,3,0.0975017706522439,0.361,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, emotion,uncertainty_al,50,3,0.0975017706522439,0.361,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, emotion,uncertainty_al,50,4,0.0890924838442898,0.359,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, emotion,uncertainty_al,50,4,0.0890924838442898,0.359,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, emotion,uncertainty_al,50,4,0.0890924838442898,0.359,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, emotion,uncertainty_al,100,0,0.1517318165172295,0.375,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, emotion,uncertainty_al,100,0,0.1517318165172295,0.375,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, emotion,uncertainty_al,100,0,0.1517318165172295,0.375,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, emotion,uncertainty_al,100,1,0.1504416917289501,0.367,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, emotion,uncertainty_al,100,1,0.1504416917289501,0.367,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, emotion,uncertainty_al,100,1,0.1504416917289501,0.367,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, emotion,uncertainty_al,100,2,0.136011266188055,0.381,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, emotion,uncertainty_al,100,2,0.136011266188055,0.381,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, emotion,uncertainty_al,100,2,0.136011266188055,0.381,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, emotion,uncertainty_al,100,3,0.1173294825523589,0.378,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, emotion,uncertainty_al,100,3,0.1173294825523589,0.378,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, emotion,uncertainty_al,100,3,0.1173294825523589,0.378,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, emotion,uncertainty_al,100,4,0.1096805151939152,0.37,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, emotion,uncertainty_al,100,4,0.1096805151939152,0.37,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, emotion,uncertainty_al,100,4,0.1096805151939152,0.37,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, emotion,uncertainty_al,250,0,0.1328200039465036,0.384,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, emotion,uncertainty_al,250,0,0.1328200039465036,0.384,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, emotion,uncertainty_al,250,0,0.1328200039465036,0.384,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, emotion,uncertainty_al,250,1,0.1622609591056193,0.412,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, emotion,uncertainty_al,250,1,0.1622609591056193,0.412,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, emotion,uncertainty_al,250,1,0.1622609591056193,0.412,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, emotion,uncertainty_al,250,2,0.1485799474962217,0.4,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, emotion,uncertainty_al,250,2,0.1485799474962217,0.4,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, emotion,uncertainty_al,250,2,0.1485799474962217,0.4,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, emotion,uncertainty_al,250,3,0.1672168616962542,0.426,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, emotion,uncertainty_al,250,3,0.1672168616962542,0.426,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, emotion,uncertainty_al,250,3,0.1672168616962542,0.426,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, emotion,uncertainty_al,250,4,0.128482732806041,0.38,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, emotion,uncertainty_al,250,4,0.128482732806041,0.38,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, emotion,uncertainty_al,250,4,0.128482732806041,0.38,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, emotion,uncertainty_al,500,0,0.2023454303351249,0.451,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, emotion,uncertainty_al,500,0,0.2023454303351249,0.451,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, emotion,uncertainty_al,500,0,0.2023454303351249,0.451,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, emotion,uncertainty_al,500,1,0.1751079636769531,0.448,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, emotion,uncertainty_al,500,1,0.1751079636769531,0.448,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, emotion,uncertainty_al,500,1,0.1751079636769531,0.448,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, emotion,uncertainty_al,500,2,0.1752064114631601,0.434,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, emotion,uncertainty_al,500,2,0.1752064114631601,0.434,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, emotion,uncertainty_al,500,2,0.1752064114631601,0.434,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, emotion,uncertainty_al,500,3,0.1658028585075593,0.436,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, emotion,uncertainty_al,500,3,0.1658028585075593,0.436,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, emotion,uncertainty_al,500,3,0.1658028585075593,0.436,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, emotion,uncertainty_al,500,4,0.1540029622263128,0.414,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, emotion,uncertainty_al,500,4,0.1540029622263128,0.414,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, emotion,uncertainty_al,500,4,0.1540029622263128,0.414,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, emotion,uncertainty_al,1000,0,0.2209042137684661,0.489,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, emotion,uncertainty_al,1000,0,0.2209042137684661,0.489,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, emotion,uncertainty_al,1000,0,0.2209042137684661,0.489,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, emotion,uncertainty_al,1000,1,0.2017116892037213,0.479,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, emotion,uncertainty_al,1000,1,0.2017116892037213,0.479,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, emotion,uncertainty_al,1000,1,0.2017116892037213,0.479,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, emotion,uncertainty_al,1000,2,0.210852970138942,0.493,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, emotion,uncertainty_al,1000,2,0.210852970138942,0.493,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, emotion,uncertainty_al,1000,2,0.210852970138942,0.493,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, emotion,uncertainty_al,1000,3,0.1990931319540438,0.463,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, emotion,uncertainty_al,1000,3,0.1990931319540438,0.463,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, emotion,uncertainty_al,1000,3,0.1990931319540438,0.463,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, emotion,uncertainty_al,1000,4,0.2319911315420635,0.507,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, emotion,uncertainty_al,1000,4,0.2319911315420635,0.507,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, emotion,uncertainty_al,1000,4,0.2319911315420635,0.507,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, financial_phrasebank,diversity_al,50,0,0.2535339717282261,0.6136865342163356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, financial_phrasebank,diversity_al,50,0,0.2535339717282261,0.6136865342163356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, financial_phrasebank,diversity_al,50,0,0.2535339717282261,0.6136865342163356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, financial_phrasebank,diversity_al,50,1,0.2535339717282261,0.6136865342163356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, financial_phrasebank,diversity_al,50,1,0.2535339717282261,0.6136865342163356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, financial_phrasebank,diversity_al,50,1,0.2535339717282261,0.6136865342163356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, financial_phrasebank,diversity_al,50,2,0.2535339717282261,0.6136865342163356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, financial_phrasebank,diversity_al,50,2,0.2535339717282261,0.6136865342163356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, financial_phrasebank,diversity_al,50,2,0.2535339717282261,0.6136865342163356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, financial_phrasebank,diversity_al,50,3,0.2535339717282261,0.6136865342163356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, financial_phrasebank,diversity_al,50,3,0.2535339717282261,0.6136865342163356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, financial_phrasebank,diversity_al,50,3,0.2535339717282261,0.6136865342163356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, financial_phrasebank,diversity_al,50,4,0.2535339717282261,0.6136865342163356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, financial_phrasebank,diversity_al,50,4,0.2535339717282261,0.6136865342163356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, financial_phrasebank,diversity_al,50,4,0.2535339717282261,0.6136865342163356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, financial_phrasebank,diversity_al,100,0,0.2535339717282261,0.6136865342163356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, financial_phrasebank,diversity_al,100,0,0.2535339717282261,0.6136865342163356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, financial_phrasebank,diversity_al,100,0,0.2535339717282261,0.6136865342163356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, financial_phrasebank,diversity_al,100,1,0.2535339717282261,0.6136865342163356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, financial_phrasebank,diversity_al,100,1,0.2535339717282261,0.6136865342163356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, financial_phrasebank,diversity_al,100,1,0.2535339717282261,0.6136865342163356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, financial_phrasebank,diversity_al,100,2,0.2535339717282261,0.6136865342163356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, financial_phrasebank,diversity_al,100,2,0.2535339717282261,0.6136865342163356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, financial_phrasebank,diversity_al,100,2,0.2535339717282261,0.6136865342163356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, financial_phrasebank,diversity_al,100,3,0.2535339717282261,0.6136865342163356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, financial_phrasebank,diversity_al,100,3,0.2535339717282261,0.6136865342163356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, financial_phrasebank,diversity_al,100,3,0.2535339717282261,0.6136865342163356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, financial_phrasebank,diversity_al,100,4,0.2535339717282261,0.6136865342163356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, financial_phrasebank,diversity_al,100,4,0.2535339717282261,0.6136865342163356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, financial_phrasebank,diversity_al,100,4,0.2535339717282261,0.6136865342163356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, financial_phrasebank,diversity_al,250,0,0.2535339717282261,0.6136865342163356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, financial_phrasebank,diversity_al,250,0,0.2535339717282261,0.6136865342163356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, financial_phrasebank,diversity_al,250,0,0.2535339717282261,0.6136865342163356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, financial_phrasebank,diversity_al,250,1,0.2596783799880881,0.6158940397350994,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, financial_phrasebank,diversity_al,250,1,0.2596783799880881,0.6158940397350994,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, financial_phrasebank,diversity_al,250,1,0.2596783799880881,0.6158940397350994,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, financial_phrasebank,diversity_al,250,2,0.2535339717282261,0.6136865342163356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, financial_phrasebank,diversity_al,250,2,0.2535339717282261,0.6136865342163356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, financial_phrasebank,diversity_al,250,2,0.2535339717282261,0.6136865342163356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, financial_phrasebank,diversity_al,250,3,0.2535339717282261,0.6136865342163356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, financial_phrasebank,diversity_al,250,3,0.2535339717282261,0.6136865342163356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, financial_phrasebank,diversity_al,250,3,0.2535339717282261,0.6136865342163356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, financial_phrasebank,diversity_al,250,4,0.2535339717282261,0.6136865342163356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, financial_phrasebank,diversity_al,250,4,0.2535339717282261,0.6136865342163356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, financial_phrasebank,diversity_al,250,4,0.2535339717282261,0.6136865342163356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, financial_phrasebank,diversity_al,500,0,0.283533476401382,0.6247240618101545,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, financial_phrasebank,diversity_al,500,0,0.283533476401382,0.6247240618101545,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, financial_phrasebank,diversity_al,500,0,0.283533476401382,0.6247240618101545,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, financial_phrasebank,diversity_al,500,1,0.3497781156397612,0.6512141280353201,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, financial_phrasebank,diversity_al,500,1,0.3497781156397612,0.6512141280353201,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, financial_phrasebank,diversity_al,500,1,0.3497781156397612,0.6512141280353201,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, financial_phrasebank,diversity_al,500,2,0.2776890370473258,0.6225165562913907,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, financial_phrasebank,diversity_al,500,2,0.2776890370473258,0.6225165562913907,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, financial_phrasebank,diversity_al,500,2,0.2776890370473258,0.6225165562913907,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, financial_phrasebank,diversity_al,500,3,0.3823591145973888,0.6666666666666666,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, financial_phrasebank,diversity_al,500,3,0.3823591145973888,0.6666666666666666,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, financial_phrasebank,diversity_al,500,3,0.3823591145973888,0.6666666666666666,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, financial_phrasebank,diversity_al,500,4,0.3555111346280727,0.6556291390728477,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, financial_phrasebank,diversity_al,500,4,0.3555111346280727,0.6556291390728477,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, financial_phrasebank,diversity_al,500,4,0.3555111346280727,0.6556291390728477,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, financial_phrasebank,diversity_al,1000,0,0.6637482875106637,0.7991169977924945,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, financial_phrasebank,diversity_al,1000,0,0.6637482875106637,0.7991169977924945,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, financial_phrasebank,diversity_al,1000,0,0.6637482875106637,0.7991169977924945,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, financial_phrasebank,diversity_al,1000,1,0.664654238329735,0.7991169977924945,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, financial_phrasebank,diversity_al,1000,1,0.664654238329735,0.7991169977924945,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, financial_phrasebank,diversity_al,1000,1,0.664654238329735,0.7991169977924945,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, financial_phrasebank,diversity_al,1000,2,0.6302857058046515,0.7902869757174393,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, financial_phrasebank,diversity_al,1000,2,0.6302857058046515,0.7902869757174393,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, financial_phrasebank,diversity_al,1000,2,0.6302857058046515,0.7902869757174393,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, financial_phrasebank,diversity_al,1000,3,0.6715154128602241,0.8035320088300221,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, financial_phrasebank,diversity_al,1000,3,0.6715154128602241,0.8035320088300221,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, financial_phrasebank,diversity_al,1000,3,0.6715154128602241,0.8035320088300221,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, financial_phrasebank,diversity_al,1000,4,0.7101355820195042,0.8123620309050773,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, financial_phrasebank,diversity_al,1000,4,0.7101355820195042,0.8123620309050773,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, financial_phrasebank,diversity_al,1000,4,0.7101355820195042,0.8123620309050773,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, financial_phrasebank,hybrid_al,50,0,0.4428243131791139,0.6534216335540839,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, financial_phrasebank,hybrid_al,50,0,0.4428243131791139,0.6534216335540839,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, financial_phrasebank,hybrid_al,50,0,0.4428243131791139,0.6534216335540839,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, financial_phrasebank,hybrid_al,50,1,0.3396697909080183,0.6379690949227373,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, financial_phrasebank,hybrid_al,50,1,0.3396697909080183,0.6379690949227373,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, financial_phrasebank,hybrid_al,50,1,0.3396697909080183,0.6379690949227373,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, financial_phrasebank,hybrid_al,50,2,0.5149187149329356,0.717439293598234,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, financial_phrasebank,hybrid_al,50,2,0.5149187149329356,0.717439293598234,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, financial_phrasebank,hybrid_al,50,2,0.5149187149329356,0.717439293598234,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, financial_phrasebank,hybrid_al,50,3,0.5576191337450155,0.7130242825607064,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, financial_phrasebank,hybrid_al,50,3,0.5576191337450155,0.7130242825607064,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, financial_phrasebank,hybrid_al,50,3,0.5576191337450155,0.7130242825607064,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, financial_phrasebank,hybrid_al,50,4,0.4800185258700543,0.7328918322295805,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, financial_phrasebank,hybrid_al,50,4,0.4800185258700543,0.7328918322295805,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, financial_phrasebank,hybrid_al,50,4,0.4800185258700543,0.7328918322295805,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, financial_phrasebank,hybrid_al,100,0,0.4645517320256766,0.7218543046357616,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, financial_phrasebank,hybrid_al,100,0,0.4645517320256766,0.7218543046357616,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, financial_phrasebank,hybrid_al,100,0,0.4645517320256766,0.7218543046357616,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, financial_phrasebank,hybrid_al,100,1,0.6904663576989553,0.7969094922737306,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, financial_phrasebank,hybrid_al,100,1,0.6904663576989553,0.7969094922737306,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, financial_phrasebank,hybrid_al,100,1,0.6904663576989553,0.7969094922737306,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, financial_phrasebank,hybrid_al,100,2,0.5411118193967551,0.7637969094922737,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, financial_phrasebank,hybrid_al,100,2,0.5411118193967551,0.7637969094922737,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, financial_phrasebank,hybrid_al,100,2,0.5411118193967551,0.7637969094922737,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, financial_phrasebank,hybrid_al,100,3,0.4872435999941851,0.7350993377483444,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, financial_phrasebank,hybrid_al,100,3,0.4872435999941851,0.7350993377483444,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, financial_phrasebank,hybrid_al,100,3,0.4872435999941851,0.7350993377483444,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, financial_phrasebank,hybrid_al,100,4,0.5733862269730275,0.7461368653421634,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, financial_phrasebank,hybrid_al,100,4,0.5733862269730275,0.7461368653421634,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, financial_phrasebank,hybrid_al,100,4,0.5733862269730275,0.7461368653421634,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, financial_phrasebank,hybrid_al,250,0,0.6422658457205177,0.7858719646799117,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, financial_phrasebank,hybrid_al,250,0,0.6422658457205177,0.7858719646799117,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, financial_phrasebank,hybrid_al,250,0,0.6422658457205177,0.7858719646799117,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, financial_phrasebank,hybrid_al,250,1,0.5538083150708689,0.7748344370860927,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, financial_phrasebank,hybrid_al,250,1,0.5538083150708689,0.7748344370860927,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, financial_phrasebank,hybrid_al,250,1,0.5538083150708689,0.7748344370860927,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, financial_phrasebank,hybrid_al,250,2,0.7050489329704334,0.7991169977924945,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, financial_phrasebank,hybrid_al,250,2,0.7050489329704334,0.7991169977924945,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, financial_phrasebank,hybrid_al,250,2,0.7050489329704334,0.7991169977924945,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, financial_phrasebank,hybrid_al,250,3,0.693763922258546,0.7858719646799117,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, financial_phrasebank,hybrid_al,250,3,0.693763922258546,0.7858719646799117,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, financial_phrasebank,hybrid_al,250,3,0.693763922258546,0.7858719646799117,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, financial_phrasebank,hybrid_al,250,4,0.6329503050498925,0.7748344370860927,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, financial_phrasebank,hybrid_al,250,4,0.6329503050498925,0.7748344370860927,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, financial_phrasebank,hybrid_al,250,4,0.6329503050498925,0.7748344370860927,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, financial_phrasebank,hybrid_al,500,0,0.7365972055189908,0.8211920529801324,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, financial_phrasebank,hybrid_al,500,0,0.7365972055189908,0.8211920529801324,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, financial_phrasebank,hybrid_al,500,0,0.7365972055189908,0.8211920529801324,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, financial_phrasebank,hybrid_al,500,1,0.7498013792703456,0.8388520971302428,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, financial_phrasebank,hybrid_al,500,1,0.7498013792703456,0.8388520971302428,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, financial_phrasebank,hybrid_al,500,1,0.7498013792703456,0.8388520971302428,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, financial_phrasebank,hybrid_al,500,2,0.7490731720354669,0.8300220750551877,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, financial_phrasebank,hybrid_al,500,2,0.7490731720354669,0.8300220750551877,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, financial_phrasebank,hybrid_al,500,2,0.7490731720354669,0.8300220750551877,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, financial_phrasebank,hybrid_al,500,3,0.7255799856492583,0.8189845474613686,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, financial_phrasebank,hybrid_al,500,3,0.7255799856492583,0.8189845474613686,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, financial_phrasebank,hybrid_al,500,3,0.7255799856492583,0.8189845474613686,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, financial_phrasebank,hybrid_al,500,4,0.7223972454525782,0.8167770419426048,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, financial_phrasebank,hybrid_al,500,4,0.7223972454525782,0.8167770419426048,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, financial_phrasebank,hybrid_al,500,4,0.7223972454525782,0.8167770419426048,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, financial_phrasebank,hybrid_al,1000,0,0.7551060831338625,0.8410596026490066,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, financial_phrasebank,hybrid_al,1000,0,0.7551060831338625,0.8410596026490066,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, financial_phrasebank,hybrid_al,1000,0,0.7551060831338625,0.8410596026490066,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, financial_phrasebank,hybrid_al,1000,1,0.7497079512223727,0.8366445916114791,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, financial_phrasebank,hybrid_al,1000,1,0.7497079512223727,0.8366445916114791,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, financial_phrasebank,hybrid_al,1000,1,0.7497079512223727,0.8366445916114791,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, financial_phrasebank,hybrid_al,1000,2,0.7497079512223727,0.8366445916114791,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, financial_phrasebank,hybrid_al,1000,2,0.7497079512223727,0.8366445916114791,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, financial_phrasebank,hybrid_al,1000,2,0.7497079512223727,0.8366445916114791,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, financial_phrasebank,hybrid_al,1000,3,0.7491401712878223,0.8366445916114791,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, financial_phrasebank,hybrid_al,1000,3,0.7491401712878223,0.8366445916114791,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, financial_phrasebank,hybrid_al,1000,3,0.7491401712878223,0.8366445916114791,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, financial_phrasebank,hybrid_al,1000,4,0.7491401712878223,0.8366445916114791,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, financial_phrasebank,hybrid_al,1000,4,0.7491401712878223,0.8366445916114791,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, financial_phrasebank,hybrid_al,1000,4,0.7491401712878223,0.8366445916114791,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, financial_phrasebank,random,50,0,0.2756629983763305,0.6181015452538632,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, financial_phrasebank,random,50,0,0.2756629983763305,0.6181015452538632,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, financial_phrasebank,random,50,0,0.2756629983763305,0.6181015452538632,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, financial_phrasebank,random,50,1,0.5747022752925465,0.7483443708609272,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, financial_phrasebank,random,50,1,0.5747022752925465,0.7483443708609272,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, financial_phrasebank,random,50,1,0.5747022752925465,0.7483443708609272,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, financial_phrasebank,random,50,2,0.3856870727239894,0.6490066225165563,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, financial_phrasebank,random,50,2,0.3856870727239894,0.6490066225165563,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, financial_phrasebank,random,50,2,0.3856870727239894,0.6490066225165563,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, financial_phrasebank,random,50,3,0.3592854020417084,0.6578366445916115,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, financial_phrasebank,random,50,3,0.3592854020417084,0.6578366445916115,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, financial_phrasebank,random,50,3,0.3592854020417084,0.6578366445916115,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, financial_phrasebank,random,50,4,0.4333079926742458,0.7019867549668874,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, financial_phrasebank,random,50,4,0.4333079926742458,0.7019867549668874,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, financial_phrasebank,random,50,4,0.4333079926742458,0.7019867549668874,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, financial_phrasebank,random,100,0,0.4650623286949187,0.7196467991169978,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, financial_phrasebank,random,100,0,0.4650623286949187,0.7196467991169978,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, financial_phrasebank,random,100,0,0.4650623286949187,0.7196467991169978,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, financial_phrasebank,random,100,1,0.4800471390351049,0.7130242825607064,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, financial_phrasebank,random,100,1,0.4800471390351049,0.7130242825607064,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, financial_phrasebank,random,100,1,0.4800471390351049,0.7130242825607064,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, financial_phrasebank,random,100,2,0.4005326276200807,0.6644591611479028,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, financial_phrasebank,random,100,2,0.4005326276200807,0.6644591611479028,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, financial_phrasebank,random,100,2,0.4005326276200807,0.6644591611479028,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, financial_phrasebank,random,100,3,0.4124691887257528,0.6843267108167771,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, financial_phrasebank,random,100,3,0.4124691887257528,0.6843267108167771,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, financial_phrasebank,random,100,3,0.4124691887257528,0.6843267108167771,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, financial_phrasebank,random,100,4,0.4642226570090331,0.7041942604856513,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, financial_phrasebank,random,100,4,0.4642226570090331,0.7041942604856513,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, financial_phrasebank,random,100,4,0.4642226570090331,0.7041942604856513,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, financial_phrasebank,random,250,0,0.6281581997716597,0.7593818984547461,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, financial_phrasebank,random,250,0,0.6281581997716597,0.7593818984547461,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, financial_phrasebank,random,250,0,0.6281581997716597,0.7593818984547461,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, financial_phrasebank,random,250,1,0.4868797040438831,0.717439293598234,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, financial_phrasebank,random,250,1,0.4868797040438831,0.717439293598234,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, financial_phrasebank,random,250,1,0.4868797040438831,0.717439293598234,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, financial_phrasebank,random,250,2,0.5786979353457581,0.7571743929359823,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, financial_phrasebank,random,250,2,0.5786979353457581,0.7571743929359823,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, financial_phrasebank,random,250,2,0.5786979353457581,0.7571743929359823,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, financial_phrasebank,random,250,3,0.5770055925044019,0.7461368653421634,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, financial_phrasebank,random,250,3,0.5770055925044019,0.7461368653421634,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, financial_phrasebank,random,250,3,0.5770055925044019,0.7461368653421634,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, financial_phrasebank,random,250,4,0.6179598556508573,0.7660044150110376,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, financial_phrasebank,random,250,4,0.6179598556508573,0.7660044150110376,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, financial_phrasebank,random,250,4,0.6179598556508573,0.7660044150110376,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, financial_phrasebank,random,500,0,0.6271280915466962,0.7880794701986755,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, financial_phrasebank,random,500,0,0.6271280915466962,0.7880794701986755,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, financial_phrasebank,random,500,0,0.6271280915466962,0.7880794701986755,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, financial_phrasebank,random,500,1,0.6367320280363759,0.7792494481236203,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, financial_phrasebank,random,500,1,0.6367320280363759,0.7792494481236203,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, financial_phrasebank,random,500,1,0.6367320280363759,0.7792494481236203,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, financial_phrasebank,random,500,2,0.6450290583482268,0.7836644591611479,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, financial_phrasebank,random,500,2,0.6450290583482268,0.7836644591611479,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, financial_phrasebank,random,500,2,0.6450290583482268,0.7836644591611479,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, financial_phrasebank,random,500,3,0.6035868132523322,0.7660044150110376,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, financial_phrasebank,random,500,3,0.6035868132523322,0.7660044150110376,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, financial_phrasebank,random,500,3,0.6035868132523322,0.7660044150110376,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, financial_phrasebank,random,500,4,0.642389756508616,0.7858719646799117,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, financial_phrasebank,random,500,4,0.642389756508616,0.7858719646799117,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, financial_phrasebank,random,500,4,0.642389756508616,0.7858719646799117,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, financial_phrasebank,random,1000,0,0.712838780830929,0.8145695364238411,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, financial_phrasebank,random,1000,0,0.712838780830929,0.8145695364238411,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, financial_phrasebank,random,1000,0,0.712838780830929,0.8145695364238411,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, financial_phrasebank,random,1000,1,0.6955258491915384,0.8079470198675497,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, financial_phrasebank,random,1000,1,0.6955258491915384,0.8079470198675497,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, financial_phrasebank,random,1000,1,0.6955258491915384,0.8079470198675497,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, financial_phrasebank,random,1000,2,0.7285619204223854,0.8211920529801324,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, financial_phrasebank,random,1000,2,0.7285619204223854,0.8211920529801324,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, financial_phrasebank,random,1000,2,0.7285619204223854,0.8211920529801324,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, financial_phrasebank,random,1000,3,0.7214830273702456,0.8211920529801324,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, financial_phrasebank,random,1000,3,0.7214830273702456,0.8211920529801324,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, financial_phrasebank,random,1000,3,0.7214830273702456,0.8211920529801324,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, financial_phrasebank,random,1000,4,0.7203829173592444,0.8189845474613686,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, financial_phrasebank,random,1000,4,0.7203829173592444,0.8189845474613686,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, financial_phrasebank,random,1000,4,0.7203829173592444,0.8189845474613686,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, financial_phrasebank,uncertainty_al,50,0,0.2964676198486122,0.2980132450331126,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, financial_phrasebank,uncertainty_al,50,0,0.2964676198486122,0.2980132450331126,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, financial_phrasebank,uncertainty_al,50,0,0.2964676198486122,0.2980132450331126,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, financial_phrasebank,uncertainty_al,50,1,0.2535339717282261,0.6136865342163356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, financial_phrasebank,uncertainty_al,50,1,0.2535339717282261,0.6136865342163356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, financial_phrasebank,uncertainty_al,50,1,0.2535339717282261,0.6136865342163356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, financial_phrasebank,uncertainty_al,50,2,0.2764591730108972,0.2869757174392936,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, financial_phrasebank,uncertainty_al,50,2,0.2764591730108972,0.2869757174392936,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, financial_phrasebank,uncertainty_al,50,2,0.2764591730108972,0.2869757174392936,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, financial_phrasebank,uncertainty_al,50,3,0.2147743632378202,0.2759381898454746,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, financial_phrasebank,uncertainty_al,50,3,0.2147743632378202,0.2759381898454746,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, financial_phrasebank,uncertainty_al,50,3,0.2147743632378202,0.2759381898454746,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, financial_phrasebank,uncertainty_al,50,4,0.2963974627454551,0.293598233995585,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, financial_phrasebank,uncertainty_al,50,4,0.2963974627454551,0.293598233995585,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, financial_phrasebank,uncertainty_al,50,4,0.2963974627454551,0.293598233995585,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, financial_phrasebank,uncertainty_al,100,0,0.6118919206634116,0.6777041942604857,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, financial_phrasebank,uncertainty_al,100,0,0.6118919206634116,0.6777041942604857,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, financial_phrasebank,uncertainty_al,100,0,0.6118919206634116,0.6777041942604857,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, financial_phrasebank,uncertainty_al,100,1,0.2543012326405828,0.2803532008830022,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, financial_phrasebank,uncertainty_al,100,1,0.2543012326405828,0.2803532008830022,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, financial_phrasebank,uncertainty_al,100,1,0.2543012326405828,0.2803532008830022,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, financial_phrasebank,uncertainty_al,100,2,0.3436650368056554,0.3156732891832229,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, financial_phrasebank,uncertainty_al,100,2,0.3436650368056554,0.3156732891832229,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, financial_phrasebank,uncertainty_al,100,2,0.3436650368056554,0.3156732891832229,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, financial_phrasebank,uncertainty_al,100,3,0.3130835667600373,0.2980132450331126,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, financial_phrasebank,uncertainty_al,100,3,0.3130835667600373,0.2980132450331126,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, financial_phrasebank,uncertainty_al,100,3,0.3130835667600373,0.2980132450331126,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, financial_phrasebank,uncertainty_al,100,4,0.2764198283190767,0.2847682119205298,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, financial_phrasebank,uncertainty_al,100,4,0.2764198283190767,0.2847682119205298,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, financial_phrasebank,uncertainty_al,100,4,0.2764198283190767,0.2847682119205298,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, financial_phrasebank,uncertainty_al,250,0,0.582425303292512,0.5783664459161147,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, financial_phrasebank,uncertainty_al,250,0,0.582425303292512,0.5783664459161147,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, financial_phrasebank,uncertainty_al,250,0,0.582425303292512,0.5783664459161147,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, financial_phrasebank,uncertainty_al,250,1,0.3225541635435628,0.304635761589404,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, financial_phrasebank,uncertainty_al,250,1,0.3225541635435628,0.304635761589404,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, financial_phrasebank,uncertainty_al,250,1,0.3225541635435628,0.304635761589404,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, financial_phrasebank,uncertainty_al,250,2,0.6353106977341983,0.6710816777041942,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, financial_phrasebank,uncertainty_al,250,2,0.6353106977341983,0.6710816777041942,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, financial_phrasebank,uncertainty_al,250,2,0.6353106977341983,0.6710816777041942,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, financial_phrasebank,uncertainty_al,250,3,0.3275229895156095,0.3068432671081678,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, financial_phrasebank,uncertainty_al,250,3,0.3275229895156095,0.3068432671081678,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, financial_phrasebank,uncertainty_al,250,3,0.3275229895156095,0.3068432671081678,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, financial_phrasebank,uncertainty_al,250,4,0.7369955373585301,0.8278145695364238,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, financial_phrasebank,uncertainty_al,250,4,0.7369955373585301,0.8278145695364238,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, financial_phrasebank,uncertainty_al,250,4,0.7369955373585301,0.8278145695364238,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, financial_phrasebank,uncertainty_al,500,0,0.7472299608895682,0.82560706401766,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, financial_phrasebank,uncertainty_al,500,0,0.7472299608895682,0.82560706401766,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, financial_phrasebank,uncertainty_al,500,0,0.7472299608895682,0.82560706401766,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, financial_phrasebank,uncertainty_al,500,1,0.7478628754040019,0.8300220750551877,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, financial_phrasebank,uncertainty_al,500,1,0.7478628754040019,0.8300220750551877,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, financial_phrasebank,uncertainty_al,500,1,0.7478628754040019,0.8300220750551877,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, financial_phrasebank,uncertainty_al,500,2,0.7749620088354717,0.8454746136865342,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, financial_phrasebank,uncertainty_al,500,2,0.7749620088354717,0.8454746136865342,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, financial_phrasebank,uncertainty_al,500,2,0.7749620088354717,0.8454746136865342,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, financial_phrasebank,uncertainty_al,500,3,0.7383542311241383,0.8123620309050773,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, financial_phrasebank,uncertainty_al,500,3,0.7383542311241383,0.8123620309050773,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, financial_phrasebank,uncertainty_al,500,3,0.7383542311241383,0.8123620309050773,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, financial_phrasebank,uncertainty_al,500,4,0.7648162135667663,0.8366445916114791,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, financial_phrasebank,uncertainty_al,500,4,0.7648162135667663,0.8366445916114791,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, financial_phrasebank,uncertainty_al,500,4,0.7648162135667663,0.8366445916114791,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, financial_phrasebank,uncertainty_al,1000,0,0.7463229718612103,0.8366445916114791,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, financial_phrasebank,uncertainty_al,1000,0,0.7463229718612103,0.8366445916114791,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, financial_phrasebank,uncertainty_al,1000,0,0.7463229718612103,0.8366445916114791,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, financial_phrasebank,uncertainty_al,1000,1,0.7396437112141898,0.8300220750551877,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, financial_phrasebank,uncertainty_al,1000,1,0.7396437112141898,0.8300220750551877,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, financial_phrasebank,uncertainty_al,1000,1,0.7396437112141898,0.8300220750551877,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, financial_phrasebank,uncertainty_al,1000,2,0.7590428040761902,0.8388520971302428,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, financial_phrasebank,uncertainty_al,1000,2,0.7590428040761902,0.8388520971302428,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, financial_phrasebank,uncertainty_al,1000,2,0.7590428040761902,0.8388520971302428,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, financial_phrasebank,uncertainty_al,1000,3,0.7491725163843234,0.8344370860927153,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, financial_phrasebank,uncertainty_al,1000,3,0.7491725163843234,0.8344370860927153,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, financial_phrasebank,uncertainty_al,1000,3,0.7491725163843234,0.8344370860927153,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, financial_phrasebank,uncertainty_al,1000,4,0.746410897970531,0.8344370860927153,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, financial_phrasebank,uncertainty_al,1000,4,0.746410897970531,0.8344370860927153,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, financial_phrasebank,uncertainty_al,1000,4,0.746410897970531,0.8344370860927153,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, rotten_tomatoes,diversity_al,50,0,0.3337774816788807,0.501,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, rotten_tomatoes,diversity_al,50,0,0.3337774816788807,0.501,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, rotten_tomatoes,diversity_al,50,0,0.3337774816788807,0.501,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, rotten_tomatoes,diversity_al,50,1,0.3337774816788807,0.501,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, rotten_tomatoes,diversity_al,50,1,0.3337774816788807,0.501,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, rotten_tomatoes,diversity_al,50,1,0.3337774816788807,0.501,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, rotten_tomatoes,diversity_al,50,2,0.3337774816788807,0.501,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, rotten_tomatoes,diversity_al,50,2,0.3337774816788807,0.501,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, rotten_tomatoes,diversity_al,50,2,0.3337774816788807,0.501,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, rotten_tomatoes,diversity_al,50,3,0.3337774816788807,0.501,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, rotten_tomatoes,diversity_al,50,3,0.3337774816788807,0.501,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, rotten_tomatoes,diversity_al,50,3,0.3337774816788807,0.501,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, rotten_tomatoes,diversity_al,50,4,0.3337774816788807,0.501,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, rotten_tomatoes,diversity_al,50,4,0.3337774816788807,0.501,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, rotten_tomatoes,diversity_al,50,4,0.3337774816788807,0.501,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, rotten_tomatoes,diversity_al,100,0,0.4650997549039175,0.531,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, rotten_tomatoes,diversity_al,100,0,0.4650997549039175,0.531,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, rotten_tomatoes,diversity_al,100,0,0.4650997549039175,0.531,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, rotten_tomatoes,diversity_al,100,1,0.5018688166580346,0.547,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, rotten_tomatoes,diversity_al,100,1,0.5018688166580346,0.547,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, rotten_tomatoes,diversity_al,100,1,0.5018688166580346,0.547,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, rotten_tomatoes,diversity_al,100,2,0.5566209395744994,0.567,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, rotten_tomatoes,diversity_al,100,2,0.5566209395744994,0.567,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, rotten_tomatoes,diversity_al,100,2,0.5566209395744994,0.567,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, rotten_tomatoes,diversity_al,100,3,0.5309175587609523,0.552,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, rotten_tomatoes,diversity_al,100,3,0.5309175587609523,0.552,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, rotten_tomatoes,diversity_al,100,3,0.5309175587609523,0.552,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, rotten_tomatoes,diversity_al,100,4,0.5555017612981853,0.574,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, rotten_tomatoes,diversity_al,100,4,0.5555017612981853,0.574,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, rotten_tomatoes,diversity_al,100,4,0.5555017612981853,0.574,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, rotten_tomatoes,diversity_al,250,0,0.5547781493429422,0.593,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, rotten_tomatoes,diversity_al,250,0,0.5547781493429422,0.593,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, rotten_tomatoes,diversity_al,250,0,0.5547781493429422,0.593,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, rotten_tomatoes,diversity_al,250,1,0.567666598178207,0.596,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, rotten_tomatoes,diversity_al,250,1,0.567666598178207,0.596,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, rotten_tomatoes,diversity_al,250,1,0.567666598178207,0.596,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, rotten_tomatoes,diversity_al,250,2,0.4561450279925353,0.541,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, rotten_tomatoes,diversity_al,250,2,0.4561450279925353,0.541,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, rotten_tomatoes,diversity_al,250,2,0.4561450279925353,0.541,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, rotten_tomatoes,diversity_al,250,3,0.444197287055825,0.539,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, rotten_tomatoes,diversity_al,250,3,0.444197287055825,0.539,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, rotten_tomatoes,diversity_al,250,3,0.444197287055825,0.539,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, rotten_tomatoes,diversity_al,250,4,0.5780864253292679,0.603,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, rotten_tomatoes,diversity_al,250,4,0.5780864253292679,0.603,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, rotten_tomatoes,diversity_al,250,4,0.5780864253292679,0.603,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, rotten_tomatoes,diversity_al,500,0,0.5744333487524149,0.609,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, rotten_tomatoes,diversity_al,500,0,0.5744333487524149,0.609,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, rotten_tomatoes,diversity_al,500,0,0.5744333487524149,0.609,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, rotten_tomatoes,diversity_al,500,1,0.6389228886168911,0.646,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, rotten_tomatoes,diversity_al,500,1,0.6389228886168911,0.646,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, rotten_tomatoes,diversity_al,500,1,0.6389228886168911,0.646,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, rotten_tomatoes,diversity_al,500,2,0.5950627334749554,0.618,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, rotten_tomatoes,diversity_al,500,2,0.5950627334749554,0.618,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, rotten_tomatoes,diversity_al,500,2,0.5950627334749554,0.618,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, rotten_tomatoes,diversity_al,500,3,0.5500580012080328,0.597,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, rotten_tomatoes,diversity_al,500,3,0.5500580012080328,0.597,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, rotten_tomatoes,diversity_al,500,3,0.5500580012080328,0.597,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, rotten_tomatoes,diversity_al,500,4,0.625027449648023,0.638,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, rotten_tomatoes,diversity_al,500,4,0.625027449648023,0.638,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, rotten_tomatoes,diversity_al,500,4,0.625027449648023,0.638,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, rotten_tomatoes,diversity_al,1000,0,0.6768290425635161,0.677,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, rotten_tomatoes,diversity_al,1000,0,0.6768290425635161,0.677,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, rotten_tomatoes,diversity_al,1000,0,0.6768290425635161,0.677,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, rotten_tomatoes,diversity_al,1000,1,0.6791323739391314,0.68,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, rotten_tomatoes,diversity_al,1000,1,0.6791323739391314,0.68,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, rotten_tomatoes,diversity_al,1000,1,0.6791323739391314,0.68,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, rotten_tomatoes,diversity_al,1000,2,0.6929972369751328,0.693,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, rotten_tomatoes,diversity_al,1000,2,0.6929972369751328,0.693,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, rotten_tomatoes,diversity_al,1000,2,0.6929972369751328,0.693,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, rotten_tomatoes,diversity_al,1000,3,0.6989491224016859,0.699,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, rotten_tomatoes,diversity_al,1000,3,0.6989491224016859,0.699,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, rotten_tomatoes,diversity_al,1000,3,0.6989491224016859,0.699,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, rotten_tomatoes,diversity_al,1000,4,0.6969924248106203,0.697,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, rotten_tomatoes,diversity_al,1000,4,0.6969924248106203,0.697,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, rotten_tomatoes,diversity_al,1000,4,0.6969924248106203,0.697,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, rotten_tomatoes,hybrid_al,50,0,0.3373094764744864,0.501,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, rotten_tomatoes,hybrid_al,50,0,0.3373094764744864,0.501,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, rotten_tomatoes,hybrid_al,50,0,0.3373094764744864,0.501,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, rotten_tomatoes,hybrid_al,50,1,0.5090964017185822,0.532,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, rotten_tomatoes,hybrid_al,50,1,0.5090964017185822,0.532,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, rotten_tomatoes,hybrid_al,50,1,0.5090964017185822,0.532,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, rotten_tomatoes,hybrid_al,50,2,0.494012481025468,0.532,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, rotten_tomatoes,hybrid_al,50,2,0.494012481025468,0.532,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, rotten_tomatoes,hybrid_al,50,2,0.494012481025468,0.532,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, rotten_tomatoes,hybrid_al,50,3,0.3337774816788807,0.501,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, rotten_tomatoes,hybrid_al,50,3,0.3337774816788807,0.501,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, rotten_tomatoes,hybrid_al,50,3,0.3337774816788807,0.501,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, rotten_tomatoes,hybrid_al,50,4,0.4990884700055036,0.534,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, rotten_tomatoes,hybrid_al,50,4,0.4990884700055036,0.534,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, rotten_tomatoes,hybrid_al,50,4,0.4990884700055036,0.534,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, rotten_tomatoes,hybrid_al,100,0,0.4720649542152882,0.536,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, rotten_tomatoes,hybrid_al,100,0,0.4720649542152882,0.536,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, rotten_tomatoes,hybrid_al,100,0,0.4720649542152882,0.536,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, rotten_tomatoes,hybrid_al,100,1,0.5700668238993711,0.58,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, rotten_tomatoes,hybrid_al,100,1,0.5700668238993711,0.58,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, rotten_tomatoes,hybrid_al,100,1,0.5700668238993711,0.58,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, rotten_tomatoes,hybrid_al,100,2,0.582979565998734,0.583,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, rotten_tomatoes,hybrid_al,100,2,0.582979565998734,0.583,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, rotten_tomatoes,hybrid_al,100,2,0.582979565998734,0.583,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, rotten_tomatoes,hybrid_al,100,3,0.4829963235294117,0.55,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, rotten_tomatoes,hybrid_al,100,3,0.4829963235294117,0.55,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, rotten_tomatoes,hybrid_al,100,3,0.4829963235294117,0.55,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, rotten_tomatoes,hybrid_al,100,4,0.5047322437442696,0.563,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, rotten_tomatoes,hybrid_al,100,4,0.5047322437442696,0.563,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, rotten_tomatoes,hybrid_al,100,4,0.5047322437442696,0.563,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, rotten_tomatoes,hybrid_al,250,0,0.4619297853309481,0.538,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, rotten_tomatoes,hybrid_al,250,0,0.4619297853309481,0.538,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, rotten_tomatoes,hybrid_al,250,0,0.4619297853309481,0.538,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, rotten_tomatoes,hybrid_al,250,1,0.4196843082636954,0.53,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, rotten_tomatoes,hybrid_al,250,1,0.4196843082636954,0.53,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, rotten_tomatoes,hybrid_al,250,1,0.4196843082636954,0.53,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, rotten_tomatoes,hybrid_al,250,2,0.6102794066228456,0.611,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, rotten_tomatoes,hybrid_al,250,2,0.6102794066228456,0.611,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, rotten_tomatoes,hybrid_al,250,2,0.6102794066228456,0.611,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, rotten_tomatoes,hybrid_al,250,3,0.6057356366459627,0.61,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, rotten_tomatoes,hybrid_al,250,3,0.6057356366459627,0.61,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, rotten_tomatoes,hybrid_al,250,3,0.6057356366459627,0.61,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, rotten_tomatoes,hybrid_al,250,4,0.5929670446844264,0.603,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, rotten_tomatoes,hybrid_al,250,4,0.5929670446844264,0.603,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, rotten_tomatoes,hybrid_al,250,4,0.5929670446844264,0.603,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, rotten_tomatoes,hybrid_al,500,0,0.4775738433866574,0.562,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, rotten_tomatoes,hybrid_al,500,0,0.4775738433866574,0.562,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, rotten_tomatoes,hybrid_al,500,0,0.4775738433866574,0.562,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, rotten_tomatoes,hybrid_al,500,1,0.6433709062786755,0.644,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, rotten_tomatoes,hybrid_al,500,1,0.6433709062786755,0.644,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, rotten_tomatoes,hybrid_al,500,1,0.6433709062786755,0.644,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, rotten_tomatoes,hybrid_al,500,2,0.4050593750743676,0.525,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, rotten_tomatoes,hybrid_al,500,2,0.4050593750743676,0.525,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, rotten_tomatoes,hybrid_al,500,2,0.4050593750743676,0.525,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, rotten_tomatoes,hybrid_al,500,3,0.5228833369859012,0.582,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, rotten_tomatoes,hybrid_al,500,3,0.5228833369859012,0.582,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, rotten_tomatoes,hybrid_al,500,3,0.5228833369859012,0.582,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, rotten_tomatoes,hybrid_al,500,4,0.5923744992067973,0.621,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, rotten_tomatoes,hybrid_al,500,4,0.5923744992067973,0.621,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, rotten_tomatoes,hybrid_al,500,4,0.5923744992067973,0.621,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, rotten_tomatoes,hybrid_al,1000,0,0.6789022521552162,0.684,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, rotten_tomatoes,hybrid_al,1000,0,0.6789022521552162,0.684,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, rotten_tomatoes,hybrid_al,1000,0,0.6789022521552162,0.684,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, rotten_tomatoes,hybrid_al,1000,1,0.6974749713304769,0.699,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, rotten_tomatoes,hybrid_al,1000,1,0.6974749713304769,0.699,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, rotten_tomatoes,hybrid_al,1000,1,0.6974749713304769,0.699,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, rotten_tomatoes,hybrid_al,1000,2,0.6737601873953905,0.678,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, rotten_tomatoes,hybrid_al,1000,2,0.6737601873953905,0.678,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, rotten_tomatoes,hybrid_al,1000,2,0.6737601873953905,0.678,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, rotten_tomatoes,hybrid_al,1000,3,0.6864772584762391,0.69,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, rotten_tomatoes,hybrid_al,1000,3,0.6864772584762391,0.69,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, rotten_tomatoes,hybrid_al,1000,3,0.6864772584762391,0.69,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, rotten_tomatoes,hybrid_al,1000,4,0.6884198044002383,0.691,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, rotten_tomatoes,hybrid_al,1000,4,0.6884198044002383,0.691,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, rotten_tomatoes,hybrid_al,1000,4,0.6884198044002383,0.691,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, rotten_tomatoes,random,50,0,0.3373094764744864,0.501,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, rotten_tomatoes,random,50,0,0.3373094764744864,0.501,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, rotten_tomatoes,random,50,0,0.3373094764744864,0.501,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, rotten_tomatoes,random,50,1,0.5446170229162726,0.545,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, rotten_tomatoes,random,50,1,0.5446170229162726,0.545,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, rotten_tomatoes,random,50,1,0.5446170229162726,0.545,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, rotten_tomatoes,random,50,2,0.3337774816788807,0.501,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, rotten_tomatoes,random,50,2,0.3337774816788807,0.501,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, rotten_tomatoes,random,50,2,0.3337774816788807,0.501,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, rotten_tomatoes,random,50,3,0.4857969862935951,0.547,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, rotten_tomatoes,random,50,3,0.4857969862935951,0.547,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, rotten_tomatoes,random,50,3,0.4857969862935951,0.547,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, rotten_tomatoes,random,50,4,0.476337671038293,0.506,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, rotten_tomatoes,random,50,4,0.476337671038293,0.506,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, rotten_tomatoes,random,50,4,0.476337671038293,0.506,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, rotten_tomatoes,random,100,0,0.5008399007905406,0.551,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, rotten_tomatoes,random,100,0,0.5008399007905406,0.551,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, rotten_tomatoes,random,100,0,0.5008399007905406,0.551,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, rotten_tomatoes,random,100,1,0.5379824813083323,0.562,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, rotten_tomatoes,random,100,1,0.5379824813083323,0.562,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, rotten_tomatoes,random,100,1,0.5379824813083323,0.562,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, rotten_tomatoes,random,100,2,0.5029975460503836,0.552,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, rotten_tomatoes,random,100,2,0.5029975460503836,0.552,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, rotten_tomatoes,random,100,2,0.5029975460503836,0.552,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, rotten_tomatoes,random,100,3,0.5577643285903815,0.571,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, rotten_tomatoes,random,100,3,0.5577643285903815,0.571,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, rotten_tomatoes,random,100,3,0.5577643285903815,0.571,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, rotten_tomatoes,random,100,4,0.565774045897785,0.573,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, rotten_tomatoes,random,100,4,0.565774045897785,0.573,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, rotten_tomatoes,random,100,4,0.565774045897785,0.573,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, rotten_tomatoes,random,250,0,0.5114415116263716,0.556,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, rotten_tomatoes,random,250,0,0.5114415116263716,0.556,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, rotten_tomatoes,random,250,0,0.5114415116263716,0.556,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, rotten_tomatoes,random,250,1,0.5838587641866331,0.604,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, rotten_tomatoes,random,250,1,0.5838587641866331,0.604,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, rotten_tomatoes,random,250,1,0.5838587641866331,0.604,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, rotten_tomatoes,random,250,2,0.6069562693498451,0.61,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, rotten_tomatoes,random,250,2,0.6069562693498451,0.61,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, rotten_tomatoes,random,250,2,0.6069562693498451,0.61,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, rotten_tomatoes,random,250,3,0.5175400487490339,0.578,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, rotten_tomatoes,random,250,3,0.5175400487490339,0.578,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, rotten_tomatoes,random,250,3,0.5175400487490339,0.578,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, rotten_tomatoes,random,250,4,0.6216830787972933,0.623,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, rotten_tomatoes,random,250,4,0.6216830787972933,0.623,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, rotten_tomatoes,random,250,4,0.6216830787972933,0.623,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, rotten_tomatoes,random,500,0,0.6489760784828441,0.655,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, rotten_tomatoes,random,500,0,0.6489760784828441,0.655,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, rotten_tomatoes,random,500,0,0.6489760784828441,0.655,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, rotten_tomatoes,random,500,1,0.6414852752880922,0.643,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, rotten_tomatoes,random,500,1,0.6414852752880922,0.643,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, rotten_tomatoes,random,500,1,0.6414852752880922,0.643,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, rotten_tomatoes,random,500,2,0.622917912845482,0.635,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, rotten_tomatoes,random,500,2,0.622917912845482,0.635,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, rotten_tomatoes,random,500,2,0.622917912845482,0.635,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, rotten_tomatoes,random,500,3,0.6486494083256036,0.65,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, rotten_tomatoes,random,500,3,0.6486494083256036,0.65,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, rotten_tomatoes,random,500,3,0.6486494083256036,0.65,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, rotten_tomatoes,random,500,4,0.6334013869985093,0.638,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, rotten_tomatoes,random,500,4,0.6334013869985093,0.638,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, rotten_tomatoes,random,500,4,0.6334013869985093,0.638,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, rotten_tomatoes,random,1000,0,0.6755579947664776,0.679,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, rotten_tomatoes,random,1000,0,0.6755579947664776,0.679,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, rotten_tomatoes,random,1000,0,0.6755579947664776,0.679,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, rotten_tomatoes,random,1000,1,0.673367639750557,0.674,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, rotten_tomatoes,random,1000,1,0.673367639750557,0.674,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, rotten_tomatoes,random,1000,1,0.673367639750557,0.674,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, rotten_tomatoes,random,1000,2,0.6758703481392557,0.676,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, rotten_tomatoes,random,1000,2,0.6758703481392557,0.676,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, rotten_tomatoes,random,1000,2,0.6758703481392557,0.676,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, rotten_tomatoes,random,1000,3,0.6924054297478126,0.694,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, rotten_tomatoes,random,1000,3,0.6924054297478126,0.694,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, rotten_tomatoes,random,1000,3,0.6924054297478126,0.694,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, rotten_tomatoes,random,1000,4,0.6767281283559473,0.677,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, rotten_tomatoes,random,1000,4,0.6767281283559473,0.677,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, rotten_tomatoes,random,1000,4,0.6767281283559473,0.677,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, rotten_tomatoes,uncertainty_al,50,0,0.3337774816788807,0.501,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, rotten_tomatoes,uncertainty_al,50,0,0.3337774816788807,0.501,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, rotten_tomatoes,uncertainty_al,50,0,0.3337774816788807,0.501,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, rotten_tomatoes,uncertainty_al,50,1,0.3328885923949299,0.499,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, rotten_tomatoes,uncertainty_al,50,1,0.3328885923949299,0.499,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, rotten_tomatoes,uncertainty_al,50,1,0.3328885923949299,0.499,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, rotten_tomatoes,uncertainty_al,50,2,0.3346534022318992,0.499,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, rotten_tomatoes,uncertainty_al,50,2,0.3346534022318992,0.499,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, rotten_tomatoes,uncertainty_al,50,2,0.3346534022318992,0.499,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, rotten_tomatoes,uncertainty_al,50,3,0.5140067911714771,0.542,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, rotten_tomatoes,uncertainty_al,50,3,0.5140067911714771,0.542,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, rotten_tomatoes,uncertainty_al,50,3,0.5140067911714771,0.542,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, rotten_tomatoes,uncertainty_al,50,4,0.4332482049004367,0.51,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, rotten_tomatoes,uncertainty_al,50,4,0.4332482049004367,0.51,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, rotten_tomatoes,uncertainty_al,50,4,0.4332482049004367,0.51,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, rotten_tomatoes,uncertainty_al,100,0,0.4123868844752614,0.505,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, rotten_tomatoes,uncertainty_al,100,0,0.4123868844752614,0.505,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, rotten_tomatoes,uncertainty_al,100,0,0.4123868844752614,0.505,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, rotten_tomatoes,uncertainty_al,100,1,0.3351028462917356,0.5,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, rotten_tomatoes,uncertainty_al,100,1,0.3351028462917356,0.5,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, rotten_tomatoes,uncertainty_al,100,1,0.3351028462917356,0.5,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, rotten_tomatoes,uncertainty_al,100,2,0.3337774816788807,0.501,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, rotten_tomatoes,uncertainty_al,100,2,0.3337774816788807,0.501,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, rotten_tomatoes,uncertainty_al,100,2,0.3337774816788807,0.501,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, rotten_tomatoes,uncertainty_al,100,3,0.3861403290739757,0.511,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, rotten_tomatoes,uncertainty_al,100,3,0.3861403290739757,0.511,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, rotten_tomatoes,uncertainty_al,100,3,0.3861403290739757,0.511,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, rotten_tomatoes,uncertainty_al,100,4,0.506191637825932,0.533,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, rotten_tomatoes,uncertainty_al,100,4,0.506191637825932,0.533,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, rotten_tomatoes,uncertainty_al,100,4,0.506191637825932,0.533,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, rotten_tomatoes,uncertainty_al,250,0,0.5713073005093379,0.596,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, rotten_tomatoes,uncertainty_al,250,0,0.5713073005093379,0.596,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, rotten_tomatoes,uncertainty_al,250,0,0.5713073005093379,0.596,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, rotten_tomatoes,uncertainty_al,250,1,0.4325695286160211,0.537,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, rotten_tomatoes,uncertainty_al,250,1,0.4325695286160211,0.537,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, rotten_tomatoes,uncertainty_al,250,1,0.4325695286160211,0.537,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, rotten_tomatoes,uncertainty_al,250,2,0.5334079880552445,0.58,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, rotten_tomatoes,uncertainty_al,250,2,0.5334079880552445,0.58,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, rotten_tomatoes,uncertainty_al,250,2,0.5334079880552445,0.58,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, rotten_tomatoes,uncertainty_al,250,3,0.5969093045935335,0.597,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, rotten_tomatoes,uncertainty_al,250,3,0.5969093045935335,0.597,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, rotten_tomatoes,uncertainty_al,250,3,0.5969093045935335,0.597,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, rotten_tomatoes,uncertainty_al,250,4,0.4318625156054931,0.534,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, rotten_tomatoes,uncertainty_al,250,4,0.4318625156054931,0.534,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, rotten_tomatoes,uncertainty_al,250,4,0.4318625156054931,0.534,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, rotten_tomatoes,uncertainty_al,500,0,0.5063139541232078,0.575,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, rotten_tomatoes,uncertainty_al,500,0,0.5063139541232078,0.575,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, rotten_tomatoes,uncertainty_al,500,0,0.5063139541232078,0.575,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, rotten_tomatoes,uncertainty_al,500,1,0.613483919169436,0.627,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, rotten_tomatoes,uncertainty_al,500,1,0.613483919169436,0.627,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, rotten_tomatoes,uncertainty_al,500,1,0.613483919169436,0.627,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, rotten_tomatoes,uncertainty_al,500,2,0.5335317215128713,0.581,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, rotten_tomatoes,uncertainty_al,500,2,0.5335317215128713,0.581,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, rotten_tomatoes,uncertainty_al,500,2,0.5335317215128713,0.581,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, rotten_tomatoes,uncertainty_al,500,3,0.6290164056060195,0.635,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, rotten_tomatoes,uncertainty_al,500,3,0.6290164056060195,0.635,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, rotten_tomatoes,uncertainty_al,500,3,0.6290164056060195,0.635,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, rotten_tomatoes,uncertainty_al,500,4,0.6214833759590792,0.63,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, rotten_tomatoes,uncertainty_al,500,4,0.6214833759590792,0.63,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, rotten_tomatoes,uncertainty_al,500,4,0.6214833759590792,0.63,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, rotten_tomatoes,uncertainty_al,1000,0,0.6448889675696683,0.661,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, rotten_tomatoes,uncertainty_al,1000,0,0.6448889675696683,0.661,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, rotten_tomatoes,uncertainty_al,1000,0,0.6448889675696683,0.661,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, rotten_tomatoes,uncertainty_al,1000,1,0.624249159852875,0.645,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, rotten_tomatoes,uncertainty_al,1000,1,0.624249159852875,0.645,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, rotten_tomatoes,uncertainty_al,1000,1,0.624249159852875,0.645,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, rotten_tomatoes,uncertainty_al,1000,2,0.6778010978852309,0.679,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, rotten_tomatoes,uncertainty_al,1000,2,0.6778010978852309,0.679,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, rotten_tomatoes,uncertainty_al,1000,2,0.6778010978852309,0.679,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, rotten_tomatoes,uncertainty_al,1000,3,0.6780957710207974,0.679,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, rotten_tomatoes,uncertainty_al,1000,3,0.6780957710207974,0.679,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, rotten_tomatoes,uncertainty_al,1000,3,0.6780957710207974,0.679,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, rotten_tomatoes,uncertainty_al,1000,4,0.6718109631147541,0.672,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, rotten_tomatoes,uncertainty_al,1000,4,0.6718109631147541,0.672,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, rotten_tomatoes,uncertainty_al,1000,4,0.6718109631147541,0.672,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, sst2,diversity_al,50,0,0.346742584318596,0.514,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, sst2,diversity_al,50,0,0.346742584318596,0.514,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, sst2,diversity_al,50,0,0.346742584318596,0.514,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, sst2,diversity_al,50,1,0.4009713709056021,0.518,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, sst2,diversity_al,50,1,0.4009713709056021,0.518,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, sst2,diversity_al,50,1,0.4009713709056021,0.518,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, sst2,diversity_al,50,2,0.5277072957822633,0.565,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, sst2,diversity_al,50,2,0.5277072957822633,0.565,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, sst2,diversity_al,50,2,0.5277072957822633,0.565,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, sst2,diversity_al,50,3,0.3602437166793603,0.517,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, sst2,diversity_al,50,3,0.3602437166793603,0.517,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, sst2,diversity_al,50,3,0.3602437166793603,0.517,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, sst2,diversity_al,50,4,0.3404514123530207,0.512,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, sst2,diversity_al,50,4,0.3404514123530207,0.512,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, sst2,diversity_al,50,4,0.3404514123530207,0.512,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, sst2,diversity_al,100,0,0.6008325492544122,0.608,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, sst2,diversity_al,100,0,0.6008325492544122,0.608,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, sst2,diversity_al,100,0,0.6008325492544122,0.608,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, sst2,diversity_al,100,1,0.5730577520290195,0.591,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, sst2,diversity_al,100,1,0.5730577520290195,0.591,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, sst2,diversity_al,100,1,0.5730577520290195,0.591,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, sst2,diversity_al,100,2,0.4998625450040905,0.547,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, sst2,diversity_al,100,2,0.4998625450040905,0.547,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, sst2,diversity_al,100,2,0.4998625450040905,0.547,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, sst2,diversity_al,100,3,0.5649049075503502,0.595,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, sst2,diversity_al,100,3,0.5649049075503502,0.595,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, sst2,diversity_al,100,3,0.5649049075503502,0.595,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, sst2,diversity_al,100,4,0.5451128461840734,0.574,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, sst2,diversity_al,100,4,0.5451128461840734,0.574,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, sst2,diversity_al,100,4,0.5451128461840734,0.574,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, sst2,diversity_al,250,0,0.6196865219397234,0.634,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, sst2,diversity_al,250,0,0.6196865219397234,0.634,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, sst2,diversity_al,250,0,0.6196865219397234,0.634,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, sst2,diversity_al,250,1,0.6377305179242665,0.641,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, sst2,diversity_al,250,1,0.6377305179242665,0.641,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, sst2,diversity_al,250,1,0.6377305179242665,0.641,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, sst2,diversity_al,250,2,0.5831492502403909,0.599,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, sst2,diversity_al,250,2,0.5831492502403909,0.599,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, sst2,diversity_al,250,2,0.5831492502403909,0.599,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, sst2,diversity_al,250,3,0.603970122769262,0.613,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, sst2,diversity_al,250,3,0.603970122769262,0.613,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, sst2,diversity_al,250,3,0.603970122769262,0.613,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, sst2,diversity_al,250,4,0.6103024775923924,0.612,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, sst2,diversity_al,250,4,0.6103024775923924,0.612,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, sst2,diversity_al,250,4,0.6103024775923924,0.612,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, sst2,diversity_al,500,0,0.603499223693217,0.62,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, sst2,diversity_al,500,0,0.603499223693217,0.62,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, sst2,diversity_al,500,0,0.603499223693217,0.62,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, sst2,diversity_al,500,1,0.628284502510603,0.634,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, sst2,diversity_al,500,1,0.628284502510603,0.634,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, sst2,diversity_al,500,1,0.628284502510603,0.634,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, sst2,diversity_al,500,2,0.6288832495729048,0.642,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, sst2,diversity_al,500,2,0.6288832495729048,0.642,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, sst2,diversity_al,500,2,0.6288832495729048,0.642,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, sst2,diversity_al,500,3,0.6508152812837991,0.651,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, sst2,diversity_al,500,3,0.6508152812837991,0.651,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, sst2,diversity_al,500,3,0.6508152812837991,0.651,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, sst2,diversity_al,500,4,0.5810483403350151,0.599,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, sst2,diversity_al,500,4,0.5810483403350151,0.599,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, sst2,diversity_al,500,4,0.5810483403350151,0.599,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, sst2,diversity_al,1000,0,0.6998271004098361,0.7,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, sst2,diversity_al,1000,0,0.6998271004098361,0.7,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, sst2,diversity_al,1000,0,0.6998271004098361,0.7,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, sst2,diversity_al,1000,1,0.6916842847075405,0.692,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, sst2,diversity_al,1000,1,0.6916842847075405,0.692,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, sst2,diversity_al,1000,1,0.6916842847075405,0.692,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, sst2,diversity_al,1000,2,0.7043469023071967,0.705,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, sst2,diversity_al,1000,2,0.7043469023071967,0.705,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, sst2,diversity_al,1000,2,0.7043469023071967,0.705,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, sst2,diversity_al,1000,3,0.7047847881105326,0.705,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, sst2,diversity_al,1000,3,0.7047847881105326,0.705,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, sst2,diversity_al,1000,3,0.7047847881105326,0.705,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, sst2,diversity_al,1000,4,0.700092780661501,0.701,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, sst2,diversity_al,1000,4,0.700092780661501,0.701,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, sst2,diversity_al,1000,4,0.700092780661501,0.701,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, sst2,hybrid_al,50,0,0.5623748188435296,0.57,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, sst2,hybrid_al,50,0,0.5623748188435296,0.57,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, sst2,hybrid_al,50,0,0.5623748188435296,0.57,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, sst2,hybrid_al,50,1,0.4183763977142192,0.52,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, sst2,hybrid_al,50,1,0.4183763977142192,0.52,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, sst2,hybrid_al,50,1,0.4183763977142192,0.52,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, sst2,hybrid_al,50,2,0.5380091947961184,0.569,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, sst2,hybrid_al,50,2,0.5380091947961184,0.569,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, sst2,hybrid_al,50,2,0.5380091947961184,0.569,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, sst2,hybrid_al,50,3,0.3676658050798354,0.498,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, sst2,hybrid_al,50,3,0.3676658050798354,0.498,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, sst2,hybrid_al,50,3,0.3676658050798354,0.498,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, sst2,hybrid_al,50,4,0.565077269185881,0.583,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, sst2,hybrid_al,50,4,0.565077269185881,0.583,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, sst2,hybrid_al,50,4,0.565077269185881,0.583,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, sst2,hybrid_al,100,0,0.4987266762445677,0.552,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, sst2,hybrid_al,100,0,0.4987266762445677,0.552,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, sst2,hybrid_al,100,0,0.4987266762445677,0.552,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, sst2,hybrid_al,100,1,0.5757891480616788,0.579,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, sst2,hybrid_al,100,1,0.5757891480616788,0.579,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, sst2,hybrid_al,100,1,0.5757891480616788,0.579,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, sst2,hybrid_al,100,2,0.5083450808402513,0.548,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, sst2,hybrid_al,100,2,0.5083450808402513,0.548,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, sst2,hybrid_al,100,2,0.5083450808402513,0.548,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, sst2,hybrid_al,100,3,0.3728771257248336,0.505,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, sst2,hybrid_al,100,3,0.3728771257248336,0.505,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, sst2,hybrid_al,100,3,0.3728771257248336,0.505,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, sst2,hybrid_al,100,4,0.4123556491885143,0.518,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, sst2,hybrid_al,100,4,0.4123556491885143,0.518,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, sst2,hybrid_al,100,4,0.4123556491885143,0.518,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, sst2,hybrid_al,250,0,0.6525243057746055,0.653,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, sst2,hybrid_al,250,0,0.6525243057746055,0.653,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, sst2,hybrid_al,250,0,0.6525243057746055,0.653,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, sst2,hybrid_al,250,1,0.4564693820996457,0.543,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, sst2,hybrid_al,250,1,0.4564693820996457,0.543,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, sst2,hybrid_al,250,1,0.4564693820996457,0.543,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, sst2,hybrid_al,250,2,0.5227687710950036,0.586,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, sst2,hybrid_al,250,2,0.5227687710950036,0.586,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, sst2,hybrid_al,250,2,0.5227687710950036,0.586,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, sst2,hybrid_al,250,3,0.6079022127349515,0.633,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, sst2,hybrid_al,250,3,0.6079022127349515,0.633,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, sst2,hybrid_al,250,3,0.6079022127349515,0.633,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, sst2,hybrid_al,250,4,0.6449570398018161,0.645,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, sst2,hybrid_al,250,4,0.6449570398018161,0.645,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, sst2,hybrid_al,250,4,0.6449570398018161,0.645,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, sst2,hybrid_al,500,0,0.6713432412792889,0.673,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, sst2,hybrid_al,500,0,0.6713432412792889,0.673,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, sst2,hybrid_al,500,0,0.6713432412792889,0.673,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, sst2,hybrid_al,500,1,0.6303619641419869,0.645,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, sst2,hybrid_al,500,1,0.6303619641419869,0.645,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, sst2,hybrid_al,500,1,0.6303619641419869,0.645,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, sst2,hybrid_al,500,2,0.6073778448926761,0.636,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, sst2,hybrid_al,500,2,0.6073778448926761,0.636,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, sst2,hybrid_al,500,2,0.6073778448926761,0.636,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, sst2,hybrid_al,500,3,0.6376198874205783,0.655,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, sst2,hybrid_al,500,3,0.6376198874205783,0.655,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, sst2,hybrid_al,500,3,0.6376198874205783,0.655,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, sst2,hybrid_al,500,4,0.6539501688243107,0.654,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, sst2,hybrid_al,500,4,0.6539501688243107,0.654,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, sst2,hybrid_al,500,4,0.6539501688243107,0.654,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, sst2,hybrid_al,1000,0,0.6924219559289011,0.701,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, sst2,hybrid_al,1000,0,0.6924219559289011,0.701,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, sst2,hybrid_al,1000,0,0.6924219559289011,0.701,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, sst2,hybrid_al,1000,1,0.7034400948991696,0.708,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, sst2,hybrid_al,1000,1,0.7034400948991696,0.708,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, sst2,hybrid_al,1000,1,0.7034400948991696,0.708,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, sst2,hybrid_al,1000,2,0.6960498640329725,0.7,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, sst2,hybrid_al,1000,2,0.6960498640329725,0.7,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, sst2,hybrid_al,1000,2,0.6960498640329725,0.7,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, sst2,hybrid_al,1000,3,0.7244419950399559,0.725,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, sst2,hybrid_al,1000,3,0.7244419950399559,0.725,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, sst2,hybrid_al,1000,3,0.7244419950399559,0.725,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, sst2,hybrid_al,1000,4,0.7000078303040904,0.705,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, sst2,hybrid_al,1000,4,0.7000078303040904,0.705,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, sst2,hybrid_al,1000,4,0.7000078303040904,0.705,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, sst2,random,50,0,0.3399168399168399,0.492,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, sst2,random,50,0,0.3399168399168399,0.492,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, sst2,random,50,0,0.3399168399168399,0.492,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, sst2,random,50,1,0.3441484039216296,0.494,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, sst2,random,50,1,0.3441484039216296,0.494,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, sst2,random,50,1,0.3441484039216296,0.494,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, sst2,random,50,2,0.4531698221457257,0.512,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, sst2,random,50,2,0.4531698221457257,0.512,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, sst2,random,50,2,0.4531698221457257,0.512,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, sst2,random,50,3,0.328408327736736,0.489,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, sst2,random,50,3,0.328408327736736,0.489,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, sst2,random,50,3,0.328408327736736,0.489,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, sst2,random,50,4,0.566729205753596,0.567,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, sst2,random,50,4,0.566729205753596,0.567,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, sst2,random,50,4,0.566729205753596,0.567,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, sst2,random,100,0,0.4141769185705917,0.523,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, sst2,random,100,0,0.4141769185705917,0.523,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, sst2,random,100,0,0.4141769185705917,0.523,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, sst2,random,100,1,0.5061973848991487,0.543,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, sst2,random,100,1,0.5061973848991487,0.543,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, sst2,random,100,1,0.5061973848991487,0.543,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, sst2,random,100,2,0.5366261160131572,0.574,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, sst2,random,100,2,0.5366261160131572,0.574,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, sst2,random,100,2,0.5366261160131572,0.574,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, sst2,random,100,3,0.569563443492452,0.578,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, sst2,random,100,3,0.569563443492452,0.578,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, sst2,random,100,3,0.569563443492452,0.578,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, sst2,random,100,4,0.5928470072239422,0.596,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, sst2,random,100,4,0.5928470072239422,0.596,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, sst2,random,100,4,0.5928470072239422,0.596,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, sst2,random,250,0,0.6338813775663314,0.634,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, sst2,random,250,0,0.6338813775663314,0.634,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, sst2,random,250,0,0.6338813775663314,0.634,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, sst2,random,250,1,0.6001223155270152,0.609,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, sst2,random,250,1,0.6001223155270152,0.609,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, sst2,random,250,1,0.6001223155270152,0.609,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, sst2,random,250,2,0.6126053793657166,0.614,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, sst2,random,250,2,0.6126053793657166,0.614,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, sst2,random,250,2,0.6126053793657166,0.614,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, sst2,random,250,3,0.5691820086942967,0.602,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, sst2,random,250,3,0.5691820086942967,0.602,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, sst2,random,250,3,0.5691820086942967,0.602,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, sst2,random,250,4,0.6029328956593665,0.603,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, sst2,random,250,4,0.6029328956593665,0.603,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, sst2,random,250,4,0.6029328956593665,0.603,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, sst2,random,500,0,0.6522454360993428,0.655,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, sst2,random,500,0,0.6522454360993428,0.655,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, sst2,random,500,0,0.6522454360993428,0.655,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, sst2,random,500,1,0.6568374136037723,0.66,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, sst2,random,500,1,0.6568374136037723,0.66,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, sst2,random,500,1,0.6568374136037723,0.66,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, sst2,random,500,2,0.6483382723836719,0.651,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, sst2,random,500,2,0.6483382723836719,0.651,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, sst2,random,500,2,0.6483382723836719,0.651,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, sst2,random,500,3,0.6669304308507202,0.67,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, sst2,random,500,3,0.6669304308507202,0.67,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, sst2,random,500,3,0.6669304308507202,0.67,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, sst2,random,500,4,0.682801751094434,0.683,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, sst2,random,500,4,0.682801751094434,0.683,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, sst2,random,500,4,0.682801751094434,0.683,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, sst2,random,1000,0,0.7038566666266473,0.704,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, sst2,random,1000,0,0.7038566666266473,0.704,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, sst2,random,1000,0,0.7038566666266473,0.704,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, sst2,random,1000,1,0.7035053705730587,0.705,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, sst2,random,1000,1,0.7035053705730587,0.705,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, sst2,random,1000,1,0.7035053705730587,0.705,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, sst2,random,1000,2,0.6897050586135054,0.692,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, sst2,random,1000,2,0.6897050586135054,0.692,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, sst2,random,1000,2,0.6897050586135054,0.692,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, sst2,random,1000,3,0.6938397331571569,0.696,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, sst2,random,1000,3,0.6938397331571569,0.696,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, sst2,random,1000,3,0.6938397331571569,0.696,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, sst2,random,1000,4,0.7068167604752971,0.707,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, sst2,random,1000,4,0.7068167604752971,0.707,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, sst2,random,1000,4,0.7068167604752971,0.707,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, sst2,uncertainty_al,50,0,0.3381866313699537,0.511,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, sst2,uncertainty_al,50,0,0.3381866313699537,0.511,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, sst2,uncertainty_al,50,0,0.3381866313699537,0.511,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, sst2,uncertainty_al,50,1,0.4007582389737715,0.501,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, sst2,uncertainty_al,50,1,0.4007582389737715,0.501,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, sst2,uncertainty_al,50,1,0.4007582389737715,0.501,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, sst2,uncertainty_al,50,2,0.3381866313699537,0.511,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, sst2,uncertainty_al,50,2,0.3381866313699537,0.511,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, sst2,uncertainty_al,50,2,0.3381866313699537,0.511,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, sst2,uncertainty_al,50,3,0.374211299364902,0.516,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, sst2,uncertainty_al,50,3,0.374211299364902,0.516,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, sst2,uncertainty_al,50,3,0.374211299364902,0.516,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, sst2,uncertainty_al,50,4,0.328408327736736,0.489,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, sst2,uncertainty_al,50,4,0.328408327736736,0.489,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, sst2,uncertainty_al,50,4,0.328408327736736,0.489,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, sst2,uncertainty_al,100,0,0.5254954107032604,0.575,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, sst2,uncertainty_al,100,0,0.5254954107032604,0.575,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, sst2,uncertainty_al,100,0,0.5254954107032604,0.575,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, sst2,uncertainty_al,100,1,0.4075643882319492,0.527,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, sst2,uncertainty_al,100,1,0.4075643882319492,0.527,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, sst2,uncertainty_al,100,1,0.4075643882319492,0.527,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, sst2,uncertainty_al,100,2,0.3800092434985515,0.505,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, sst2,uncertainty_al,100,2,0.3800092434985515,0.505,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, sst2,uncertainty_al,100,2,0.3800092434985515,0.505,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, sst2,uncertainty_al,100,3,0.6023315192839163,0.603,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, sst2,uncertainty_al,100,3,0.6023315192839163,0.603,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, sst2,uncertainty_al,100,3,0.6023315192839163,0.603,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, sst2,uncertainty_al,100,4,0.586148980325462,0.589,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, sst2,uncertainty_al,100,4,0.586148980325462,0.589,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, sst2,uncertainty_al,100,4,0.586148980325462,0.589,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, sst2,uncertainty_al,250,0,0.5678955884347412,0.589,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, sst2,uncertainty_al,250,0,0.5678955884347412,0.589,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, sst2,uncertainty_al,250,0,0.5678955884347412,0.589,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, sst2,uncertainty_al,250,1,0.5572430713940149,0.59,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, sst2,uncertainty_al,250,1,0.5572430713940149,0.59,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, sst2,uncertainty_al,250,1,0.5572430713940149,0.59,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, sst2,uncertainty_al,250,2,0.53219677745365,0.576,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, sst2,uncertainty_al,250,2,0.53219677745365,0.576,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, sst2,uncertainty_al,250,2,0.53219677745365,0.576,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, sst2,uncertainty_al,250,3,0.4738146401740825,0.535,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, sst2,uncertainty_al,250,3,0.4738146401740825,0.535,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, sst2,uncertainty_al,250,3,0.4738146401740825,0.535,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, sst2,uncertainty_al,250,4,0.5678370032223417,0.588,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, sst2,uncertainty_al,250,4,0.5678370032223417,0.588,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, sst2,uncertainty_al,250,4,0.5678370032223417,0.588,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, sst2,uncertainty_al,500,0,0.6112322027200999,0.634,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, sst2,uncertainty_al,500,0,0.6112322027200999,0.634,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, sst2,uncertainty_al,500,0,0.6112322027200999,0.634,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, sst2,uncertainty_al,500,1,0.5030214172979239,0.579,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, sst2,uncertainty_al,500,1,0.5030214172979239,0.579,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, sst2,uncertainty_al,500,1,0.5030214172979239,0.579,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, sst2,uncertainty_al,500,2,0.6750735108458048,0.677,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, sst2,uncertainty_al,500,2,0.6750735108458048,0.677,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, sst2,uncertainty_al,500,2,0.6750735108458048,0.677,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, sst2,uncertainty_al,500,3,0.6314538166209167,0.643,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, sst2,uncertainty_al,500,3,0.6314538166209167,0.643,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, sst2,uncertainty_al,500,3,0.6314538166209167,0.643,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, sst2,uncertainty_al,500,4,0.6766638966533203,0.679,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, sst2,uncertainty_al,500,4,0.6766638966533203,0.679,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, sst2,uncertainty_al,500,4,0.6766638966533203,0.679,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, sst2,uncertainty_al,1000,0,0.7024991090203692,0.707,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, sst2,uncertainty_al,1000,0,0.7024991090203692,0.707,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, sst2,uncertainty_al,1000,0,0.7024991090203692,0.707,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, sst2,uncertainty_al,1000,1,0.7176557590689272,0.719,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, sst2,uncertainty_al,1000,1,0.7176557590689272,0.719,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, sst2,uncertainty_al,1000,1,0.7176557590689272,0.719,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, sst2,uncertainty_al,1000,2,0.6967050400724661,0.701,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, sst2,uncertainty_al,1000,2,0.6967050400724661,0.701,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, sst2,uncertainty_al,1000,2,0.6967050400724661,0.701,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, sst2,uncertainty_al,1000,3,0.7256828894201697,0.726,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, sst2,uncertainty_al,1000,3,0.7256828894201697,0.726,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, sst2,uncertainty_al,1000,3,0.7256828894201697,0.726,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, sst2,uncertainty_al,1000,4,0.717732903001574,0.719,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, sst2,uncertainty_al,1000,4,0.717732903001574,0.719,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, sst2,uncertainty_al,1000,4,0.717732903001574,0.719,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, trec,diversity_al,50,0,0.1585324947589098,0.274,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, trec,diversity_al,50,0,0.1585324947589098,0.274,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, trec,diversity_al,50,0,0.1585324947589098,0.274,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, trec,diversity_al,50,1,0.1243557534924441,0.238,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, trec,diversity_al,50,1,0.1243557534924441,0.238,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, trec,diversity_al,50,1,0.1243557534924441,0.238,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, trec,diversity_al,50,2,0.1967651922772002,0.404,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, trec,diversity_al,50,2,0.1967651922772002,0.404,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, trec,diversity_al,50,2,0.1967651922772002,0.404,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, trec,diversity_al,50,3,0.144796257635506,0.26,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, trec,diversity_al,50,3,0.144796257635506,0.26,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, trec,diversity_al,50,3,0.144796257635506,0.26,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, trec,diversity_al,50,4,0.2161727359194092,0.38,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, trec,diversity_al,50,4,0.2161727359194092,0.38,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, trec,diversity_al,50,4,0.2161727359194092,0.38,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, trec,diversity_al,100,0,0.2747365467817116,0.442,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, trec,diversity_al,100,0,0.2747365467817116,0.442,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, trec,diversity_al,100,0,0.2747365467817116,0.442,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, trec,diversity_al,100,1,0.2613162340124797,0.422,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, trec,diversity_al,100,1,0.2613162340124797,0.422,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, trec,diversity_al,100,1,0.2613162340124797,0.422,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, trec,diversity_al,100,2,0.2582225537523551,0.418,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, trec,diversity_al,100,2,0.2582225537523551,0.418,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, trec,diversity_al,100,2,0.2582225537523551,0.418,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, trec,diversity_al,100,3,0.2866553650753275,0.444,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, trec,diversity_al,100,3,0.2866553650753275,0.444,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, trec,diversity_al,100,3,0.2866553650753275,0.444,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, trec,diversity_al,100,4,0.2493673887873673,0.42,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, trec,diversity_al,100,4,0.2493673887873673,0.42,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, trec,diversity_al,100,4,0.2493673887873673,0.42,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, trec,diversity_al,250,0,0.2891524431062813,0.42,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, trec,diversity_al,250,0,0.2891524431062813,0.42,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, trec,diversity_al,250,0,0.2891524431062813,0.42,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, trec,diversity_al,250,1,0.2851268492790209,0.44,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, trec,diversity_al,250,1,0.2851268492790209,0.44,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, trec,diversity_al,250,1,0.2851268492790209,0.44,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, trec,diversity_al,250,2,0.256379618464664,0.398,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, trec,diversity_al,250,2,0.256379618464664,0.398,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, trec,diversity_al,250,2,0.256379618464664,0.398,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, trec,diversity_al,250,3,0.2851198353272476,0.438,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, trec,diversity_al,250,3,0.2851198353272476,0.438,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, trec,diversity_al,250,3,0.2851198353272476,0.438,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, trec,diversity_al,250,4,0.2868023951264865,0.432,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, trec,diversity_al,250,4,0.2868023951264865,0.432,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, trec,diversity_al,250,4,0.2868023951264865,0.432,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, trec,diversity_al,500,0,0.4890011609004354,0.594,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, trec,diversity_al,500,0,0.4890011609004354,0.594,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, trec,diversity_al,500,0,0.4890011609004354,0.594,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, trec,diversity_al,500,1,0.4696519638175607,0.57,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, trec,diversity_al,500,1,0.4696519638175607,0.57,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, trec,diversity_al,500,1,0.4696519638175607,0.57,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, trec,diversity_al,500,2,0.4792777704084812,0.586,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, trec,diversity_al,500,2,0.4792777704084812,0.586,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, trec,diversity_al,500,2,0.4792777704084812,0.586,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, trec,diversity_al,500,3,0.4814917290545334,0.582,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, trec,diversity_al,500,3,0.4814917290545334,0.582,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, trec,diversity_al,500,3,0.4814917290545334,0.582,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, trec,diversity_al,500,4,0.4640861001018112,0.566,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, trec,diversity_al,500,4,0.4640861001018112,0.566,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, trec,diversity_al,500,4,0.4640861001018112,0.566,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, trec,diversity_al,1000,0,0.6371472575163806,0.748,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, trec,diversity_al,1000,0,0.6371472575163806,0.748,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, trec,diversity_al,1000,0,0.6371472575163806,0.748,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, trec,diversity_al,1000,1,0.631757733007733,0.744,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, trec,diversity_al,1000,1,0.631757733007733,0.744,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, trec,diversity_al,1000,1,0.631757733007733,0.744,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, trec,diversity_al,1000,2,0.6420114254819086,0.754,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, trec,diversity_al,1000,2,0.6420114254819086,0.754,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, trec,diversity_al,1000,2,0.6420114254819086,0.754,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, trec,diversity_al,1000,3,0.6255620106229759,0.738,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, trec,diversity_al,1000,3,0.6255620106229759,0.738,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, trec,diversity_al,1000,3,0.6255620106229759,0.738,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, trec,diversity_al,1000,4,0.6399328901322717,0.752,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, trec,diversity_al,1000,4,0.6399328901322717,0.752,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, trec,diversity_al,1000,4,0.6399328901322717,0.752,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, trec,hybrid_al,50,0,0.0686527484557041,0.23,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, trec,hybrid_al,50,0,0.0686527484557041,0.23,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, trec,hybrid_al,50,0,0.0686527484557041,0.23,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, trec,hybrid_al,50,1,0.0774408129059291,0.228,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, trec,hybrid_al,50,1,0.0774408129059291,0.228,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, trec,hybrid_al,50,1,0.0774408129059291,0.228,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, trec,hybrid_al,50,2,0.1098616897940929,0.2,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, trec,hybrid_al,50,2,0.1098616897940929,0.2,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, trec,hybrid_al,50,2,0.1098616897940929,0.2,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, trec,hybrid_al,50,3,0.0808080050432243,0.198,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, trec,hybrid_al,50,3,0.0808080050432243,0.198,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, trec,hybrid_al,50,3,0.0808080050432243,0.198,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, trec,hybrid_al,50,4,0.0661188572347008,0.228,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, trec,hybrid_al,50,4,0.0661188572347008,0.228,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, trec,hybrid_al,50,4,0.0661188572347008,0.228,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, trec,hybrid_al,100,0,0.2586607079647944,0.368,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, trec,hybrid_al,100,0,0.2586607079647944,0.368,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, trec,hybrid_al,100,0,0.2586607079647944,0.368,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, trec,hybrid_al,100,1,0.2115776355199474,0.334,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, trec,hybrid_al,100,1,0.2115776355199474,0.334,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, trec,hybrid_al,100,1,0.2115776355199474,0.334,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, trec,hybrid_al,100,2,0.1965309367070837,0.264,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, trec,hybrid_al,100,2,0.1965309367070837,0.264,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, trec,hybrid_al,100,2,0.1965309367070837,0.264,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, trec,hybrid_al,100,3,0.1699042349851259,0.3,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, trec,hybrid_al,100,3,0.1699042349851259,0.3,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, trec,hybrid_al,100,3,0.1699042349851259,0.3,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, trec,hybrid_al,100,4,0.2738256386335094,0.43,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, trec,hybrid_al,100,4,0.2738256386335094,0.43,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, trec,hybrid_al,100,4,0.2738256386335094,0.43,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, trec,hybrid_al,250,0,0.4861760369564192,0.596,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, trec,hybrid_al,250,0,0.4861760369564192,0.596,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, trec,hybrid_al,250,0,0.4861760369564192,0.596,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, trec,hybrid_al,250,1,0.4583981016780039,0.598,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, trec,hybrid_al,250,1,0.4583981016780039,0.598,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, trec,hybrid_al,250,1,0.4583981016780039,0.598,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, trec,hybrid_al,250,2,0.423061918449382,0.552,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, trec,hybrid_al,250,2,0.423061918449382,0.552,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, trec,hybrid_al,250,2,0.423061918449382,0.552,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, trec,hybrid_al,250,3,0.455704962448874,0.57,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, trec,hybrid_al,250,3,0.455704962448874,0.57,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, trec,hybrid_al,250,3,0.455704962448874,0.57,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, trec,hybrid_al,250,4,0.4610085655614265,0.58,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, trec,hybrid_al,250,4,0.4610085655614265,0.58,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, trec,hybrid_al,250,4,0.4610085655614265,0.58,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, trec,hybrid_al,500,0,0.5477593857456206,0.656,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, trec,hybrid_al,500,0,0.5477593857456206,0.656,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, trec,hybrid_al,500,0,0.5477593857456206,0.656,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, trec,hybrid_al,500,1,0.548005046384756,0.652,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, trec,hybrid_al,500,1,0.548005046384756,0.652,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, trec,hybrid_al,500,1,0.548005046384756,0.652,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, trec,hybrid_al,500,2,0.5662145687796679,0.666,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, trec,hybrid_al,500,2,0.5662145687796679,0.666,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, trec,hybrid_al,500,2,0.5662145687796679,0.666,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, trec,hybrid_al,500,3,0.5897789631919972,0.702,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, trec,hybrid_al,500,3,0.5897789631919972,0.702,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, trec,hybrid_al,500,3,0.5897789631919972,0.702,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, trec,hybrid_al,500,4,0.5635710127192737,0.678,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, trec,hybrid_al,500,4,0.5635710127192737,0.678,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, trec,hybrid_al,500,4,0.5635710127192737,0.678,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, trec,hybrid_al,1000,0,0.7874740502156007,0.796,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, trec,hybrid_al,1000,0,0.7874740502156007,0.796,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, trec,hybrid_al,1000,0,0.7874740502156007,0.796,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, trec,hybrid_al,1000,1,0.7851231400486277,0.794,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, trec,hybrid_al,1000,1,0.7851231400486277,0.794,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, trec,hybrid_al,1000,1,0.7851231400486277,0.794,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, trec,hybrid_al,1000,2,0.7844031706978299,0.794,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, trec,hybrid_al,1000,2,0.7844031706978299,0.794,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, trec,hybrid_al,1000,2,0.7844031706978299,0.794,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, trec,hybrid_al,1000,3,0.7918780847153384,0.802,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, trec,hybrid_al,1000,3,0.7918780847153384,0.802,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, trec,hybrid_al,1000,3,0.7918780847153384,0.802,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, trec,hybrid_al,1000,4,0.7893505393077009,0.798,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, trec,hybrid_al,1000,4,0.7893505393077009,0.798,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, trec,hybrid_al,1000,4,0.7893505393077009,0.798,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, trec,random,50,0,0.3054773891958393,0.356,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, trec,random,50,0,0.3054773891958393,0.356,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, trec,random,50,0,0.3054773891958393,0.356,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, trec,random,50,1,0.2380170484734823,0.398,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, trec,random,50,1,0.2380170484734823,0.398,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, trec,random,50,1,0.2380170484734823,0.398,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, trec,random,50,2,0.2948852755580788,0.366,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, trec,random,50,2,0.2948852755580788,0.366,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, trec,random,50,2,0.2948852755580788,0.366,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, trec,random,50,3,0.2544896078278031,0.412,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, trec,random,50,3,0.2544896078278031,0.412,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, trec,random,50,3,0.2544896078278031,0.412,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, trec,random,50,4,0.3285980176865964,0.366,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, trec,random,50,4,0.3285980176865964,0.366,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, trec,random,50,4,0.3285980176865964,0.366,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, trec,random,100,0,0.4704097449565052,0.568,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, trec,random,100,0,0.4704097449565052,0.568,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, trec,random,100,0,0.4704097449565052,0.568,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, trec,random,100,1,0.3459438683366134,0.466,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, trec,random,100,1,0.3459438683366134,0.466,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, trec,random,100,1,0.3459438683366134,0.466,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, trec,random,100,2,0.3010054694114563,0.378,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, trec,random,100,2,0.3010054694114563,0.378,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, trec,random,100,2,0.3010054694114563,0.378,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, trec,random,100,3,0.3066890001759244,0.462,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, trec,random,100,3,0.3066890001759244,0.462,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, trec,random,100,3,0.3066890001759244,0.462,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, trec,random,100,4,0.4091536790877328,0.454,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, trec,random,100,4,0.4091536790877328,0.454,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, trec,random,100,4,0.4091536790877328,0.454,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, trec,random,250,0,0.4959209643108458,0.598,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, trec,random,250,0,0.4959209643108458,0.598,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, trec,random,250,0,0.4959209643108458,0.598,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, trec,random,250,1,0.5831910574514706,0.702,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, trec,random,250,1,0.5831910574514706,0.702,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, trec,random,250,1,0.5831910574514706,0.702,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, trec,random,250,2,0.5051657566264963,0.596,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, trec,random,250,2,0.5051657566264963,0.596,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, trec,random,250,2,0.5051657566264963,0.596,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, trec,random,250,3,0.4697685380931717,0.508,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, trec,random,250,3,0.4697685380931717,0.508,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, trec,random,250,3,0.4697685380931717,0.508,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, trec,random,250,4,0.6278115703956354,0.654,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, trec,random,250,4,0.6278115703956354,0.654,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, trec,random,250,4,0.6278115703956354,0.654,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, trec,random,500,0,0.7307006198285158,0.744,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, trec,random,500,0,0.7307006198285158,0.744,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, trec,random,500,0,0.7307006198285158,0.744,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, trec,random,500,1,0.6958290565307995,0.682,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, trec,random,500,1,0.6958290565307995,0.682,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, trec,random,500,1,0.6958290565307995,0.682,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, trec,random,500,2,0.5870582087339985,0.684,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, trec,random,500,2,0.5870582087339985,0.684,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, trec,random,500,2,0.5870582087339985,0.684,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, trec,random,500,3,0.7172029227086855,0.748,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, trec,random,500,3,0.7172029227086855,0.748,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, trec,random,500,3,0.7172029227086855,0.748,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, trec,random,500,4,0.6763688556857437,0.716,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, trec,random,500,4,0.6763688556857437,0.716,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, trec,random,500,4,0.6763688556857437,0.716,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, trec,random,1000,0,0.7773026413139849,0.78,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, trec,random,1000,0,0.7773026413139849,0.78,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, trec,random,1000,0,0.7773026413139849,0.78,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, trec,random,1000,1,0.7705062979078324,0.774,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, trec,random,1000,1,0.7705062979078324,0.774,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, trec,random,1000,1,0.7705062979078324,0.774,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, trec,random,1000,2,0.7650848496204286,0.766,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, trec,random,1000,2,0.7650848496204286,0.766,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, trec,random,1000,2,0.7650848496204286,0.766,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, trec,random,1000,3,0.7540242852462863,0.754,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, trec,random,1000,3,0.7540242852462863,0.754,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, trec,random,1000,3,0.7540242852462863,0.754,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, trec,random,1000,4,0.7490439493528952,0.748,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, trec,random,1000,4,0.7490439493528952,0.748,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, trec,random,1000,4,0.7490439493528952,0.748,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, trec,uncertainty_al,50,0,0.0666407845313939,0.176,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, trec,uncertainty_al,50,0,0.0666407845313939,0.176,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, trec,uncertainty_al,50,0,0.0666407845313939,0.176,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, trec,uncertainty_al,50,1,0.052749719416386,0.188,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, trec,uncertainty_al,50,1,0.052749719416386,0.188,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, trec,uncertainty_al,50,1,0.052749719416386,0.188,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, trec,uncertainty_al,50,2,0.1031051503014119,0.174,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, trec,uncertainty_al,50,2,0.1031051503014119,0.174,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, trec,uncertainty_al,50,2,0.1031051503014119,0.174,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, trec,uncertainty_al,50,3,0.188655554472048,0.31,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, trec,uncertainty_al,50,3,0.188655554472048,0.31,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, trec,uncertainty_al,50,3,0.188655554472048,0.31,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, trec,uncertainty_al,50,4,0.0945025902324038,0.2,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, trec,uncertainty_al,50,4,0.0945025902324038,0.2,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, trec,uncertainty_al,50,4,0.0945025902324038,0.2,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, trec,uncertainty_al,100,0,0.0996689563788566,0.218,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, trec,uncertainty_al,100,0,0.0996689563788566,0.218,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, trec,uncertainty_al,100,0,0.0996689563788566,0.218,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, trec,uncertainty_al,100,1,0.156590839528409,0.352,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, trec,uncertainty_al,100,1,0.156590839528409,0.352,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, trec,uncertainty_al,100,1,0.156590839528409,0.352,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, trec,uncertainty_al,100,2,0.2324263252188634,0.36,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, trec,uncertainty_al,100,2,0.2324263252188634,0.36,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, trec,uncertainty_al,100,2,0.2324263252188634,0.36,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, trec,uncertainty_al,100,3,0.2485461390610206,0.31,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, trec,uncertainty_al,100,3,0.2485461390610206,0.31,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, trec,uncertainty_al,100,3,0.2485461390610206,0.31,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, trec,uncertainty_al,100,4,0.1695185037803422,0.384,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, trec,uncertainty_al,100,4,0.1695185037803422,0.384,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, trec,uncertainty_al,100,4,0.1695185037803422,0.384,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, trec,uncertainty_al,250,0,0.2779631863580561,0.358,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, trec,uncertainty_al,250,0,0.2779631863580561,0.358,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, trec,uncertainty_al,250,0,0.2779631863580561,0.358,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, trec,uncertainty_al,250,1,0.4765258188976609,0.548,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, trec,uncertainty_al,250,1,0.4765258188976609,0.548,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, trec,uncertainty_al,250,1,0.4765258188976609,0.548,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, trec,uncertainty_al,250,2,0.3066195328244008,0.304,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, trec,uncertainty_al,250,2,0.3066195328244008,0.304,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, trec,uncertainty_al,250,2,0.3066195328244008,0.304,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, trec,uncertainty_al,250,3,0.3669697184110514,0.47,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, trec,uncertainty_al,250,3,0.3669697184110514,0.47,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, trec,uncertainty_al,250,3,0.3669697184110514,0.47,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, trec,uncertainty_al,250,4,0.3689160007554149,0.34,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, trec,uncertainty_al,250,4,0.3689160007554149,0.34,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, trec,uncertainty_al,250,4,0.3689160007554149,0.34,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, trec,uncertainty_al,500,0,0.6801492574728223,0.686,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, trec,uncertainty_al,500,0,0.6801492574728223,0.686,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, trec,uncertainty_al,500,0,0.6801492574728223,0.686,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, trec,uncertainty_al,500,1,0.6155625140230333,0.56,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, trec,uncertainty_al,500,1,0.6155625140230333,0.56,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, trec,uncertainty_al,500,1,0.6155625140230333,0.56,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, trec,uncertainty_al,500,2,0.4146973913230725,0.466,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, trec,uncertainty_al,500,2,0.4146973913230725,0.466,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, trec,uncertainty_al,500,2,0.4146973913230725,0.466,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, trec,uncertainty_al,500,3,0.6286715279222929,0.582,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, trec,uncertainty_al,500,3,0.6286715279222929,0.582,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, trec,uncertainty_al,500,3,0.6286715279222929,0.582,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, trec,uncertainty_al,500,4,0.5765742920109469,0.668,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, trec,uncertainty_al,500,4,0.5765742920109469,0.668,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, trec,uncertainty_al,500,4,0.5765742920109469,0.668,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, trec,uncertainty_al,1000,0,0.6824590386141348,0.632,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, trec,uncertainty_al,1000,0,0.6824590386141348,0.632,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, trec,uncertainty_al,1000,0,0.6824590386141348,0.632,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, trec,uncertainty_al,1000,1,0.7792107861624961,0.786,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, trec,uncertainty_al,1000,1,0.7792107861624961,0.786,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, trec,uncertainty_al,1000,1,0.7792107861624961,0.786,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, trec,uncertainty_al,1000,2,0.6993279115762457,0.654,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, trec,uncertainty_al,1000,2,0.6993279115762457,0.654,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, trec,uncertainty_al,1000,2,0.6993279115762457,0.654,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, trec,uncertainty_al,1000,3,0.7902779365130695,0.786,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, trec,uncertainty_al,1000,3,0.7902779365130695,0.786,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, trec,uncertainty_al,1000,3,0.7902779365130695,0.786,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, trec,uncertainty_al,1000,4,0.781020882322669,0.784,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, trec,uncertainty_al,1000,4,0.781020882322669,0.784,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, trec,uncertainty_al,1000,4,0.781020882322669,0.784,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, tweet_eval_sentiment,diversity_al,50,0,0.2092807534737551,0.445,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, tweet_eval_sentiment,diversity_al,50,0,0.2092807534737551,0.445,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, tweet_eval_sentiment,diversity_al,50,0,0.2092807534737551,0.445,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, tweet_eval_sentiment,diversity_al,50,1,0.2081613938560293,0.454,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, tweet_eval_sentiment,diversity_al,50,1,0.2081613938560293,0.454,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, tweet_eval_sentiment,diversity_al,50,1,0.2081613938560293,0.454,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, tweet_eval_sentiment,diversity_al,50,2,0.2182288830488276,0.452,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, tweet_eval_sentiment,diversity_al,50,2,0.2182288830488276,0.452,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, tweet_eval_sentiment,diversity_al,50,2,0.2182288830488276,0.452,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, tweet_eval_sentiment,diversity_al,50,3,0.2110691800985901,0.454,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, tweet_eval_sentiment,diversity_al,50,3,0.2110691800985901,0.454,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, tweet_eval_sentiment,diversity_al,50,3,0.2110691800985901,0.454,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, tweet_eval_sentiment,diversity_al,50,4,0.2081613938560293,0.454,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, tweet_eval_sentiment,diversity_al,50,4,0.2081613938560293,0.454,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, tweet_eval_sentiment,diversity_al,50,4,0.2081613938560293,0.454,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, tweet_eval_sentiment,diversity_al,100,0,0.2081613938560293,0.454,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, tweet_eval_sentiment,diversity_al,100,0,0.2081613938560293,0.454,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, tweet_eval_sentiment,diversity_al,100,0,0.2081613938560293,0.454,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, tweet_eval_sentiment,diversity_al,100,1,0.2078458362009635,0.453,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, tweet_eval_sentiment,diversity_al,100,1,0.2078458362009635,0.453,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, tweet_eval_sentiment,diversity_al,100,1,0.2078458362009635,0.453,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, tweet_eval_sentiment,diversity_al,100,2,0.2468212570671587,0.422,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, tweet_eval_sentiment,diversity_al,100,2,0.2468212570671587,0.422,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, tweet_eval_sentiment,diversity_al,100,2,0.2468212570671587,0.422,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, tweet_eval_sentiment,diversity_al,100,3,0.2709208577410313,0.435,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, tweet_eval_sentiment,diversity_al,100,3,0.2709208577410313,0.435,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, tweet_eval_sentiment,diversity_al,100,3,0.2709208577410313,0.435,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, tweet_eval_sentiment,diversity_al,100,4,0.2078458362009635,0.453,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, tweet_eval_sentiment,diversity_al,100,4,0.2078458362009635,0.453,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, tweet_eval_sentiment,diversity_al,100,4,0.2078458362009635,0.453,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, tweet_eval_sentiment,diversity_al,250,0,0.2337070374548217,0.459,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, tweet_eval_sentiment,diversity_al,250,0,0.2337070374548217,0.459,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, tweet_eval_sentiment,diversity_al,250,0,0.2337070374548217,0.459,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, tweet_eval_sentiment,diversity_al,250,1,0.2275406270626103,0.456,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, tweet_eval_sentiment,diversity_al,250,1,0.2275406270626103,0.456,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, tweet_eval_sentiment,diversity_al,250,1,0.2275406270626103,0.456,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, tweet_eval_sentiment,diversity_al,250,2,0.2396950176511263,0.452,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, tweet_eval_sentiment,diversity_al,250,2,0.2396950176511263,0.452,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, tweet_eval_sentiment,diversity_al,250,2,0.2396950176511263,0.452,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, tweet_eval_sentiment,diversity_al,250,3,0.2797221551747257,0.459,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, tweet_eval_sentiment,diversity_al,250,3,0.2797221551747257,0.459,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, tweet_eval_sentiment,diversity_al,250,3,0.2797221551747257,0.459,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, tweet_eval_sentiment,diversity_al,250,4,0.2567199463674535,0.462,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, tweet_eval_sentiment,diversity_al,250,4,0.2567199463674535,0.462,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, tweet_eval_sentiment,diversity_al,250,4,0.2567199463674535,0.462,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, tweet_eval_sentiment,diversity_al,500,0,0.2729923513852967,0.457,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, tweet_eval_sentiment,diversity_al,500,0,0.2729923513852967,0.457,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, tweet_eval_sentiment,diversity_al,500,0,0.2729923513852967,0.457,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, tweet_eval_sentiment,diversity_al,500,1,0.2592674126655769,0.463,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, tweet_eval_sentiment,diversity_al,500,1,0.2592674126655769,0.463,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, tweet_eval_sentiment,diversity_al,500,1,0.2592674126655769,0.463,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, tweet_eval_sentiment,diversity_al,500,2,0.3158467370441953,0.468,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, tweet_eval_sentiment,diversity_al,500,2,0.3158467370441953,0.468,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, tweet_eval_sentiment,diversity_al,500,2,0.3158467370441953,0.468,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, tweet_eval_sentiment,diversity_al,500,3,0.3161442824251727,0.462,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, tweet_eval_sentiment,diversity_al,500,3,0.3161442824251727,0.462,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, tweet_eval_sentiment,diversity_al,500,3,0.3161442824251727,0.462,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, tweet_eval_sentiment,diversity_al,500,4,0.3323157249793548,0.471,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, tweet_eval_sentiment,diversity_al,500,4,0.3323157249793548,0.471,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, tweet_eval_sentiment,diversity_al,500,4,0.3323157249793548,0.471,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, tweet_eval_sentiment,diversity_al,1000,0,0.3573254025838102,0.472,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, tweet_eval_sentiment,diversity_al,1000,0,0.3573254025838102,0.472,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, tweet_eval_sentiment,diversity_al,1000,0,0.3573254025838102,0.472,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, tweet_eval_sentiment,diversity_al,1000,1,0.3633809393312086,0.475,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, tweet_eval_sentiment,diversity_al,1000,1,0.3633809393312086,0.475,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, tweet_eval_sentiment,diversity_al,1000,1,0.3633809393312086,0.475,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, tweet_eval_sentiment,diversity_al,1000,2,0.3586000859000423,0.473,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, tweet_eval_sentiment,diversity_al,1000,2,0.3586000859000423,0.473,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, tweet_eval_sentiment,diversity_al,1000,2,0.3586000859000423,0.473,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, tweet_eval_sentiment,diversity_al,1000,3,0.3602252672636205,0.479,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, tweet_eval_sentiment,diversity_al,1000,3,0.3602252672636205,0.479,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, tweet_eval_sentiment,diversity_al,1000,3,0.3602252672636205,0.479,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, tweet_eval_sentiment,diversity_al,1000,4,0.3549866562837142,0.475,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, tweet_eval_sentiment,diversity_al,1000,4,0.3549866562837142,0.475,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, tweet_eval_sentiment,diversity_al,1000,4,0.3549866562837142,0.475,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, tweet_eval_sentiment,hybrid_al,50,0,0.2185553475255992,0.444,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, tweet_eval_sentiment,hybrid_al,50,0,0.2185553475255992,0.444,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, tweet_eval_sentiment,hybrid_al,50,0,0.2185553475255992,0.444,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, tweet_eval_sentiment,hybrid_al,50,1,0.2550177135618823,0.455,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, tweet_eval_sentiment,hybrid_al,50,1,0.2550177135618823,0.455,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, tweet_eval_sentiment,hybrid_al,50,1,0.2550177135618823,0.455,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, tweet_eval_sentiment,hybrid_al,50,2,0.2315942695165862,0.421,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, tweet_eval_sentiment,hybrid_al,50,2,0.2315942695165862,0.421,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, tweet_eval_sentiment,hybrid_al,50,2,0.2315942695165862,0.421,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, tweet_eval_sentiment,hybrid_al,50,3,0.279585842267587,0.414,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, tweet_eval_sentiment,hybrid_al,50,3,0.279585842267587,0.414,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, tweet_eval_sentiment,hybrid_al,50,3,0.279585842267587,0.414,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, tweet_eval_sentiment,hybrid_al,50,4,0.2081613938560293,0.454,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, tweet_eval_sentiment,hybrid_al,50,4,0.2081613938560293,0.454,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, tweet_eval_sentiment,hybrid_al,50,4,0.2081613938560293,0.454,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, tweet_eval_sentiment,hybrid_al,100,0,0.2842001687671165,0.421,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, tweet_eval_sentiment,hybrid_al,100,0,0.2842001687671165,0.421,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, tweet_eval_sentiment,hybrid_al,100,0,0.2842001687671165,0.421,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, tweet_eval_sentiment,hybrid_al,100,1,0.2668996689228146,0.46,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, tweet_eval_sentiment,hybrid_al,100,1,0.2668996689228146,0.46,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, tweet_eval_sentiment,hybrid_al,100,1,0.2668996689228146,0.46,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, tweet_eval_sentiment,hybrid_al,100,2,0.2425388432988807,0.449,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, tweet_eval_sentiment,hybrid_al,100,2,0.2425388432988807,0.449,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, tweet_eval_sentiment,hybrid_al,100,2,0.2425388432988807,0.449,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, tweet_eval_sentiment,hybrid_al,100,3,0.2386322795819496,0.454,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, tweet_eval_sentiment,hybrid_al,100,3,0.2386322795819496,0.454,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, tweet_eval_sentiment,hybrid_al,100,3,0.2386322795819496,0.454,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, tweet_eval_sentiment,hybrid_al,100,4,0.2062615101289134,0.448,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, tweet_eval_sentiment,hybrid_al,100,4,0.2062615101289134,0.448,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, tweet_eval_sentiment,hybrid_al,100,4,0.2062615101289134,0.448,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, tweet_eval_sentiment,hybrid_al,250,0,0.2986225768972054,0.443,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, tweet_eval_sentiment,hybrid_al,250,0,0.2986225768972054,0.443,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, tweet_eval_sentiment,hybrid_al,250,0,0.2986225768972054,0.443,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, tweet_eval_sentiment,hybrid_al,250,1,0.2994050783524467,0.443,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, tweet_eval_sentiment,hybrid_al,250,1,0.2994050783524467,0.443,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, tweet_eval_sentiment,hybrid_al,250,1,0.2994050783524467,0.443,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, tweet_eval_sentiment,hybrid_al,250,2,0.2392255340830512,0.451,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, tweet_eval_sentiment,hybrid_al,250,2,0.2392255340830512,0.451,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, tweet_eval_sentiment,hybrid_al,250,2,0.2392255340830512,0.451,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, tweet_eval_sentiment,hybrid_al,250,3,0.2833018892498446,0.45,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, tweet_eval_sentiment,hybrid_al,250,3,0.2833018892498446,0.45,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, tweet_eval_sentiment,hybrid_al,250,3,0.2833018892498446,0.45,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, tweet_eval_sentiment,hybrid_al,250,4,0.3043613707165108,0.442,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, tweet_eval_sentiment,hybrid_al,250,4,0.3043613707165108,0.442,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, tweet_eval_sentiment,hybrid_al,250,4,0.3043613707165108,0.442,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, tweet_eval_sentiment,hybrid_al,500,0,0.3197240194903746,0.451,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, tweet_eval_sentiment,hybrid_al,500,0,0.3197240194903746,0.451,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, tweet_eval_sentiment,hybrid_al,500,0,0.3197240194903746,0.451,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, tweet_eval_sentiment,hybrid_al,500,1,0.3171656990009148,0.427,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, tweet_eval_sentiment,hybrid_al,500,1,0.3171656990009148,0.427,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, tweet_eval_sentiment,hybrid_al,500,1,0.3171656990009148,0.427,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, tweet_eval_sentiment,hybrid_al,500,2,0.2935924872389381,0.467,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, tweet_eval_sentiment,hybrid_al,500,2,0.2935924872389381,0.467,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, tweet_eval_sentiment,hybrid_al,500,2,0.2935924872389381,0.467,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, tweet_eval_sentiment,hybrid_al,500,3,0.3252705767567489,0.442,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, tweet_eval_sentiment,hybrid_al,500,3,0.3252705767567489,0.442,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, tweet_eval_sentiment,hybrid_al,500,3,0.3252705767567489,0.442,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, tweet_eval_sentiment,hybrid_al,500,4,0.3204909500119378,0.464,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, tweet_eval_sentiment,hybrid_al,500,4,0.3204909500119378,0.464,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, tweet_eval_sentiment,hybrid_al,500,4,0.3204909500119378,0.464,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, tweet_eval_sentiment,hybrid_al,1000,0,0.355590457592172,0.473,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, tweet_eval_sentiment,hybrid_al,1000,0,0.355590457592172,0.473,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, tweet_eval_sentiment,hybrid_al,1000,0,0.355590457592172,0.473,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, tweet_eval_sentiment,hybrid_al,1000,1,0.3642297217291457,0.479,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, tweet_eval_sentiment,hybrid_al,1000,1,0.3642297217291457,0.479,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, tweet_eval_sentiment,hybrid_al,1000,1,0.3642297217291457,0.479,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, tweet_eval_sentiment,hybrid_al,1000,2,0.3683948081283683,0.487,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, tweet_eval_sentiment,hybrid_al,1000,2,0.3683948081283683,0.487,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, tweet_eval_sentiment,hybrid_al,1000,2,0.3683948081283683,0.487,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, tweet_eval_sentiment,hybrid_al,1000,3,0.3521965434013268,0.471,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, tweet_eval_sentiment,hybrid_al,1000,3,0.3521965434013268,0.471,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, tweet_eval_sentiment,hybrid_al,1000,3,0.3521965434013268,0.471,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, tweet_eval_sentiment,hybrid_al,1000,4,0.3579743815854927,0.485,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, tweet_eval_sentiment,hybrid_al,1000,4,0.3579743815854927,0.485,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, tweet_eval_sentiment,hybrid_al,1000,4,0.3579743815854927,0.485,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, tweet_eval_sentiment,random,50,0,0.2231376854735527,0.458,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, tweet_eval_sentiment,random,50,0,0.2231376854735527,0.458,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, tweet_eval_sentiment,random,50,0,0.2231376854735527,0.458,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, tweet_eval_sentiment,random,50,1,0.1296440947565756,0.228,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, tweet_eval_sentiment,random,50,1,0.1296440947565756,0.228,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, tweet_eval_sentiment,random,50,1,0.1296440947565756,0.228,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, tweet_eval_sentiment,random,50,2,0.2187368745544573,0.277,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, tweet_eval_sentiment,random,50,2,0.2187368745544573,0.277,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, tweet_eval_sentiment,random,50,2,0.2187368745544573,0.277,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, tweet_eval_sentiment,random,50,3,0.2889741874141635,0.407,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, tweet_eval_sentiment,random,50,3,0.2889741874141635,0.407,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, tweet_eval_sentiment,random,50,3,0.2889741874141635,0.407,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, tweet_eval_sentiment,random,50,4,0.2652760194659636,0.345,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, tweet_eval_sentiment,random,50,4,0.2652760194659636,0.345,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, tweet_eval_sentiment,random,50,4,0.2652760194659636,0.345,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, tweet_eval_sentiment,random,100,0,0.200552063135274,0.267,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, tweet_eval_sentiment,random,100,0,0.200552063135274,0.267,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, tweet_eval_sentiment,random,100,0,0.200552063135274,0.267,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, tweet_eval_sentiment,random,100,1,0.2112676199943921,0.455,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, tweet_eval_sentiment,random,100,1,0.2112676199943921,0.455,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, tweet_eval_sentiment,random,100,1,0.2112676199943921,0.455,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, tweet_eval_sentiment,random,100,2,0.2799872253048685,0.368,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, tweet_eval_sentiment,random,100,2,0.2799872253048685,0.368,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, tweet_eval_sentiment,random,100,2,0.2799872253048685,0.368,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, tweet_eval_sentiment,random,100,3,0.308400646203554,0.453,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, tweet_eval_sentiment,random,100,3,0.308400646203554,0.453,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, tweet_eval_sentiment,random,100,3,0.308400646203554,0.453,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, tweet_eval_sentiment,random,100,4,0.2112676199943921,0.455,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, tweet_eval_sentiment,random,100,4,0.2112676199943921,0.455,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, tweet_eval_sentiment,random,100,4,0.2112676199943921,0.455,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, tweet_eval_sentiment,random,250,0,0.320136669449963,0.447,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, tweet_eval_sentiment,random,250,0,0.320136669449963,0.447,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, tweet_eval_sentiment,random,250,0,0.320136669449963,0.447,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, tweet_eval_sentiment,random,250,1,0.3059764810365472,0.4,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, tweet_eval_sentiment,random,250,1,0.3059764810365472,0.4,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, tweet_eval_sentiment,random,250,1,0.3059764810365472,0.4,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, tweet_eval_sentiment,random,250,2,0.2860071676295967,0.435,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, tweet_eval_sentiment,random,250,2,0.2860071676295967,0.435,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, tweet_eval_sentiment,random,250,2,0.2860071676295967,0.435,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, tweet_eval_sentiment,random,250,3,0.3035047897510868,0.409,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, tweet_eval_sentiment,random,250,3,0.3035047897510868,0.409,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, tweet_eval_sentiment,random,250,3,0.3035047897510868,0.409,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, tweet_eval_sentiment,random,250,4,0.2650773845970186,0.332,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, tweet_eval_sentiment,random,250,4,0.2650773845970186,0.332,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, tweet_eval_sentiment,random,250,4,0.2650773845970186,0.332,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, tweet_eval_sentiment,random,500,0,0.3098025762963485,0.434,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, tweet_eval_sentiment,random,500,0,0.3098025762963485,0.434,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, tweet_eval_sentiment,random,500,0,0.3098025762963485,0.434,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, tweet_eval_sentiment,random,500,1,0.302752128950212,0.472,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, tweet_eval_sentiment,random,500,1,0.302752128950212,0.472,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, tweet_eval_sentiment,random,500,1,0.302752128950212,0.472,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, tweet_eval_sentiment,random,500,2,0.3377226093689509,0.466,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, tweet_eval_sentiment,random,500,2,0.3377226093689509,0.466,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, tweet_eval_sentiment,random,500,2,0.3377226093689509,0.466,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, tweet_eval_sentiment,random,500,3,0.3220152926035278,0.458,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, tweet_eval_sentiment,random,500,3,0.3220152926035278,0.458,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, tweet_eval_sentiment,random,500,3,0.3220152926035278,0.458,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, tweet_eval_sentiment,random,500,4,0.3328028190264819,0.463,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, tweet_eval_sentiment,random,500,4,0.3328028190264819,0.463,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, tweet_eval_sentiment,random,500,4,0.3328028190264819,0.463,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, tweet_eval_sentiment,random,1000,0,0.3597279425085504,0.469,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, tweet_eval_sentiment,random,1000,0,0.3597279425085504,0.469,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, tweet_eval_sentiment,random,1000,0,0.3597279425085504,0.469,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, tweet_eval_sentiment,random,1000,1,0.3597540487325874,0.477,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, tweet_eval_sentiment,random,1000,1,0.3597540487325874,0.477,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, tweet_eval_sentiment,random,1000,1,0.3597540487325874,0.477,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, tweet_eval_sentiment,random,1000,2,0.3623917942871206,0.475,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, tweet_eval_sentiment,random,1000,2,0.3623917942871206,0.475,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, tweet_eval_sentiment,random,1000,2,0.3623917942871206,0.475,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, tweet_eval_sentiment,random,1000,3,0.3461972717345031,0.478,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, tweet_eval_sentiment,random,1000,3,0.3461972717345031,0.478,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, tweet_eval_sentiment,random,1000,3,0.3461972717345031,0.478,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, tweet_eval_sentiment,random,1000,4,0.3604813290149379,0.481,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, tweet_eval_sentiment,random,1000,4,0.3604813290149379,0.481,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, tweet_eval_sentiment,random,1000,4,0.3604813290149379,0.481,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,50,0,0.2662259096015902,0.438,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, tweet_eval_sentiment,uncertainty_al,50,0,0.2662259096015902,0.438,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, tweet_eval_sentiment,uncertainty_al,50,0,0.2662259096015902,0.438,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, tweet_eval_sentiment,uncertainty_al,50,1,0.2633351301449221,0.442,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, tweet_eval_sentiment,uncertainty_al,50,1,0.2633351301449221,0.442,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, tweet_eval_sentiment,uncertainty_al,50,1,0.2633351301449221,0.442,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, tweet_eval_sentiment,uncertainty_al,50,2,0.1644062628432035,0.245,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, tweet_eval_sentiment,uncertainty_al,50,2,0.1644062628432035,0.245,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, tweet_eval_sentiment,uncertainty_al,50,2,0.1644062628432035,0.245,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, tweet_eval_sentiment,uncertainty_al,50,3,0.2963861146841229,0.408,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,50,3,0.2963861146841229,0.408,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,50,3,0.2963861146841229,0.408,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,50,4,0.2081613938560293,0.454,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,50,4,0.2081613938560293,0.454,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,50,4,0.2081613938560293,0.454,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,100,0,0.1799840524365249,0.253,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, tweet_eval_sentiment,uncertainty_al,100,0,0.1799840524365249,0.253,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, tweet_eval_sentiment,uncertainty_al,100,0,0.1799840524365249,0.253,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, tweet_eval_sentiment,uncertainty_al,100,1,0.2952493724352096,0.423,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, tweet_eval_sentiment,uncertainty_al,100,1,0.2952493724352096,0.423,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, tweet_eval_sentiment,uncertainty_al,100,1,0.2952493724352096,0.423,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, tweet_eval_sentiment,uncertainty_al,100,2,0.2242932760095231,0.447,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, tweet_eval_sentiment,uncertainty_al,100,2,0.2242932760095231,0.447,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, tweet_eval_sentiment,uncertainty_al,100,2,0.2242932760095231,0.447,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, tweet_eval_sentiment,uncertainty_al,100,3,0.2994286090665086,0.451,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,100,3,0.2994286090665086,0.451,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,100,3,0.2994286090665086,0.451,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,100,4,0.2854445035296368,0.407,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,100,4,0.2854445035296368,0.407,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,100,4,0.2854445035296368,0.407,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,250,0,0.3292138598326712,0.477,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, tweet_eval_sentiment,uncertainty_al,250,0,0.3292138598326712,0.477,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, tweet_eval_sentiment,uncertainty_al,250,0,0.3292138598326712,0.477,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, tweet_eval_sentiment,uncertainty_al,250,1,0.2525207491089533,0.446,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, tweet_eval_sentiment,uncertainty_al,250,1,0.2525207491089533,0.446,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, tweet_eval_sentiment,uncertainty_al,250,1,0.2525207491089533,0.446,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, tweet_eval_sentiment,uncertainty_al,250,2,0.2994967019824147,0.379,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, tweet_eval_sentiment,uncertainty_al,250,2,0.2994967019824147,0.379,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, tweet_eval_sentiment,uncertainty_al,250,2,0.2994967019824147,0.379,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, tweet_eval_sentiment,uncertainty_al,250,3,0.2857654873396301,0.391,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,250,3,0.2857654873396301,0.391,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,250,3,0.2857654873396301,0.391,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,250,4,0.3186411254115533,0.414,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,250,4,0.3186411254115533,0.414,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,250,4,0.3186411254115533,0.414,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,500,0,0.3251284728677934,0.454,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, tweet_eval_sentiment,uncertainty_al,500,0,0.3251284728677934,0.454,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, tweet_eval_sentiment,uncertainty_al,500,0,0.3251284728677934,0.454,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, tweet_eval_sentiment,uncertainty_al,500,1,0.315119247773834,0.453,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, tweet_eval_sentiment,uncertainty_al,500,1,0.315119247773834,0.453,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, tweet_eval_sentiment,uncertainty_al,500,1,0.315119247773834,0.453,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, tweet_eval_sentiment,uncertainty_al,500,2,0.3093849070170278,0.454,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, tweet_eval_sentiment,uncertainty_al,500,2,0.3093849070170278,0.454,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, tweet_eval_sentiment,uncertainty_al,500,2,0.3093849070170278,0.454,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, tweet_eval_sentiment,uncertainty_al,500,3,0.2935485544251017,0.46,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,500,3,0.2935485544251017,0.46,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,500,3,0.2935485544251017,0.46,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,500,4,0.3075399437567235,0.44,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,500,4,0.3075399437567235,0.44,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,500,4,0.3075399437567235,0.44,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,1000,0,0.3635413367120684,0.488,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, tweet_eval_sentiment,uncertainty_al,1000,0,0.3635413367120684,0.488,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, tweet_eval_sentiment,uncertainty_al,1000,0,0.3635413367120684,0.488,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, tweet_eval_sentiment,uncertainty_al,1000,1,0.3496263794706237,0.462,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, tweet_eval_sentiment,uncertainty_al,1000,1,0.3496263794706237,0.462,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, tweet_eval_sentiment,uncertainty_al,1000,1,0.3496263794706237,0.462,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, tweet_eval_sentiment,uncertainty_al,1000,2,0.3573557132342913,0.473,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, tweet_eval_sentiment,uncertainty_al,1000,2,0.3573557132342913,0.473,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, tweet_eval_sentiment,uncertainty_al,1000,2,0.3573557132342913,0.473,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, tweet_eval_sentiment,uncertainty_al,1000,3,0.3519307910525818,0.482,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,1000,3,0.3519307910525818,0.482,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,1000,3,0.3519307910525818,0.482,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,1000,4,0.3516837241840396,0.466,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,1000,4,0.3516837241840396,0.466,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, tweet_eval_sentiment,uncertainty_al,1000,4,0.3516837241840396,0.466,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, twenty_newsgroups,diversity_al,50,0,0.0150039277297721,0.0524152106885919,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, twenty_newsgroups,diversity_al,50,0,0.0150039277297721,0.0524152106885919,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, twenty_newsgroups,diversity_al,50,0,0.0150039277297721,0.0524152106885919,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, twenty_newsgroups,diversity_al,50,1,0.0155438953128574,0.0575539568345323,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, twenty_newsgroups,diversity_al,50,1,0.0155438953128574,0.0575539568345323,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, twenty_newsgroups,diversity_al,50,1,0.0155438953128574,0.0575539568345323,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, twenty_newsgroups,diversity_al,50,2,0.0044088176352705,0.0452209660842754,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, twenty_newsgroups,diversity_al,50,2,0.0044088176352705,0.0452209660842754,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, twenty_newsgroups,diversity_al,50,2,0.0044088176352705,0.0452209660842754,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, twenty_newsgroups,diversity_al,50,3,0.0075483753194596,0.0483042137718396,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, twenty_newsgroups,diversity_al,50,3,0.0075483753194596,0.0483042137718396,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, twenty_newsgroups,diversity_al,50,3,0.0075483753194596,0.0483042137718396,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, twenty_newsgroups,diversity_al,50,4,0.0045142296368989,0.0472764645426515,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, twenty_newsgroups,diversity_al,50,4,0.0045142296368989,0.0472764645426515,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, twenty_newsgroups,diversity_al,50,4,0.0045142296368989,0.0472764645426515,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, twenty_newsgroups,diversity_al,100,0,0.0499026061531591,0.119218910585817,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, twenty_newsgroups,diversity_al,100,0,0.0499026061531591,0.119218910585817,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, twenty_newsgroups,diversity_al,100,0,0.0499026061531591,0.119218910585817,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, twenty_newsgroups,diversity_al,100,1,0.0356472586829188,0.0770811921891058,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, twenty_newsgroups,diversity_al,100,1,0.0356472586829188,0.0770811921891058,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, twenty_newsgroups,diversity_al,100,1,0.0356472586829188,0.0770811921891058,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, twenty_newsgroups,diversity_al,100,2,0.0198616270160564,0.0626927029804727,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, twenty_newsgroups,diversity_al,100,2,0.0198616270160564,0.0626927029804727,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, twenty_newsgroups,diversity_al,100,2,0.0198616270160564,0.0626927029804727,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, twenty_newsgroups,diversity_al,100,3,0.0091566731141199,0.0493319630010277,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, twenty_newsgroups,diversity_al,100,3,0.0091566731141199,0.0493319630010277,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, twenty_newsgroups,diversity_al,100,3,0.0091566731141199,0.0493319630010277,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, twenty_newsgroups,diversity_al,100,4,0.0244401657610307,0.0842754367934224,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, twenty_newsgroups,diversity_al,100,4,0.0244401657610307,0.0842754367934224,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, twenty_newsgroups,diversity_al,100,4,0.0244401657610307,0.0842754367934224,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, twenty_newsgroups,diversity_al,250,0,0.0822259288943587,0.1253854059609455,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, twenty_newsgroups,diversity_al,250,0,0.0822259288943587,0.1253854059609455,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, twenty_newsgroups,diversity_al,250,0,0.0822259288943587,0.1253854059609455,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, twenty_newsgroups,diversity_al,250,1,0.086532992941109,0.131551901336074,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, twenty_newsgroups,diversity_al,250,1,0.086532992941109,0.131551901336074,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, twenty_newsgroups,diversity_al,250,1,0.086532992941109,0.131551901336074,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, twenty_newsgroups,diversity_al,250,2,0.0686457252493386,0.1243576567317574,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, twenty_newsgroups,diversity_al,250,2,0.0686457252493386,0.1243576567317574,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, twenty_newsgroups,diversity_al,250,2,0.0686457252493386,0.1243576567317574,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, twenty_newsgroups,diversity_al,250,3,0.0574786252185227,0.0853031860226104,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, twenty_newsgroups,diversity_al,250,3,0.0574786252185227,0.0853031860226104,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, twenty_newsgroups,diversity_al,250,3,0.0574786252185227,0.0853031860226104,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, twenty_newsgroups,diversity_al,250,4,0.0695439921936579,0.1181911613566289,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, twenty_newsgroups,diversity_al,250,4,0.0695439921936579,0.1181911613566289,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, twenty_newsgroups,diversity_al,250,4,0.0695439921936579,0.1181911613566289,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, twenty_newsgroups,diversity_al,500,0,0.0903944539452962,0.1284686536485097,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, twenty_newsgroups,diversity_al,500,0,0.0903944539452962,0.1284686536485097,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, twenty_newsgroups,diversity_al,500,0,0.0903944539452962,0.1284686536485097,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, twenty_newsgroups,diversity_al,500,1,0.0974318897650105,0.1284686536485097,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, twenty_newsgroups,diversity_al,500,1,0.0974318897650105,0.1284686536485097,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, twenty_newsgroups,diversity_al,500,1,0.0974318897650105,0.1284686536485097,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, twenty_newsgroups,diversity_al,500,2,0.1116810144089076,0.1634121274409044,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, twenty_newsgroups,diversity_al,500,2,0.1116810144089076,0.1634121274409044,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, twenty_newsgroups,diversity_al,500,2,0.1116810144089076,0.1634121274409044,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, twenty_newsgroups,diversity_al,500,3,0.0806812390634329,0.1202466598150051,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, twenty_newsgroups,diversity_al,500,3,0.0806812390634329,0.1202466598150051,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, twenty_newsgroups,diversity_al,500,3,0.0806812390634329,0.1202466598150051,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, twenty_newsgroups,diversity_al,500,4,0.1336781011766354,0.1839671120246659,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, twenty_newsgroups,diversity_al,500,4,0.1336781011766354,0.1839671120246659,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, twenty_newsgroups,diversity_al,500,4,0.1336781011766354,0.1839671120246659,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, twenty_newsgroups,diversity_al,1000,0,0.317014631301784,0.3607399794450154,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, twenty_newsgroups,diversity_al,1000,0,0.317014631301784,0.3607399794450154,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, twenty_newsgroups,diversity_al,1000,0,0.317014631301784,0.3607399794450154,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, twenty_newsgroups,diversity_al,1000,1,0.3055067749771903,0.3545734840698869,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, twenty_newsgroups,diversity_al,1000,1,0.3055067749771903,0.3545734840698869,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, twenty_newsgroups,diversity_al,1000,1,0.3055067749771903,0.3545734840698869,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, twenty_newsgroups,diversity_al,1000,2,0.3142882495137363,0.3586844809866392,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, twenty_newsgroups,diversity_al,1000,2,0.3142882495137363,0.3586844809866392,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, twenty_newsgroups,diversity_al,1000,2,0.3142882495137363,0.3586844809866392,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, twenty_newsgroups,diversity_al,1000,3,0.3144086623437999,0.3617677286742035,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, twenty_newsgroups,diversity_al,1000,3,0.3144086623437999,0.3617677286742035,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, twenty_newsgroups,diversity_al,1000,3,0.3144086623437999,0.3617677286742035,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, twenty_newsgroups,diversity_al,1000,4,0.3071266937438619,0.3566289825282631,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, twenty_newsgroups,diversity_al,1000,4,0.3071266937438619,0.3566289825282631,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, twenty_newsgroups,diversity_al,1000,4,0.3071266937438619,0.3566289825282631,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, twenty_newsgroups,hybrid_al,50,0,0.0118505402603421,0.0565262076053443,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, twenty_newsgroups,hybrid_al,50,0,0.0118505402603421,0.0565262076053443,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, twenty_newsgroups,hybrid_al,50,0,0.0118505402603421,0.0565262076053443,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, twenty_newsgroups,hybrid_al,50,1,0.0122030551460453,0.0513874614594039,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, twenty_newsgroups,hybrid_al,50,1,0.0122030551460453,0.0513874614594039,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, twenty_newsgroups,hybrid_al,50,1,0.0122030551460453,0.0513874614594039,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, twenty_newsgroups,hybrid_al,50,2,0.0126305287194491,0.05344295991778,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, twenty_newsgroups,hybrid_al,50,2,0.0126305287194491,0.05344295991778,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, twenty_newsgroups,hybrid_al,50,2,0.0126305287194491,0.05344295991778,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, twenty_newsgroups,hybrid_al,50,3,0.0101140526140526,0.0544707091469681,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, twenty_newsgroups,hybrid_al,50,3,0.0101140526140526,0.0544707091469681,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, twenty_newsgroups,hybrid_al,50,3,0.0101140526140526,0.0544707091469681,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, twenty_newsgroups,hybrid_al,50,4,0.0147481246969567,0.0513874614594039,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, twenty_newsgroups,hybrid_al,50,4,0.0147481246969567,0.0513874614594039,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, twenty_newsgroups,hybrid_al,50,4,0.0147481246969567,0.0513874614594039,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, twenty_newsgroups,hybrid_al,100,0,0.0133820506986722,0.0493319630010277,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, twenty_newsgroups,hybrid_al,100,0,0.0133820506986722,0.0493319630010277,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, twenty_newsgroups,hybrid_al,100,0,0.0133820506986722,0.0493319630010277,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, twenty_newsgroups,hybrid_al,100,1,0.0313267163655307,0.0781089414182939,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, twenty_newsgroups,hybrid_al,100,1,0.0313267163655307,0.0781089414182939,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, twenty_newsgroups,hybrid_al,100,1,0.0313267163655307,0.0781089414182939,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, twenty_newsgroups,hybrid_al,100,2,0.0193348942967307,0.0688591983556012,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, twenty_newsgroups,hybrid_al,100,2,0.0193348942967307,0.0688591983556012,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, twenty_newsgroups,hybrid_al,100,2,0.0193348942967307,0.0688591983556012,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, twenty_newsgroups,hybrid_al,100,3,0.0540364797378932,0.0914696813977389,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, twenty_newsgroups,hybrid_al,100,3,0.0540364797378932,0.0914696813977389,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, twenty_newsgroups,hybrid_al,100,3,0.0540364797378932,0.0914696813977389,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, twenty_newsgroups,hybrid_al,100,4,0.0048039215686274,0.0503597122302158,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, twenty_newsgroups,hybrid_al,100,4,0.0048039215686274,0.0503597122302158,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, twenty_newsgroups,hybrid_al,100,4,0.0048039215686274,0.0503597122302158,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, twenty_newsgroups,hybrid_al,250,0,0.074912139701127,0.1233299075025693,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, twenty_newsgroups,hybrid_al,250,0,0.074912139701127,0.1233299075025693,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, twenty_newsgroups,hybrid_al,250,0,0.074912139701127,0.1233299075025693,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, twenty_newsgroups,hybrid_al,250,1,0.0678920977089748,0.1079136690647482,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, twenty_newsgroups,hybrid_al,250,1,0.0678920977089748,0.1079136690647482,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, twenty_newsgroups,hybrid_al,250,1,0.0678920977089748,0.1079136690647482,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, twenty_newsgroups,hybrid_al,250,2,0.0675123593628131,0.1253854059609455,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, twenty_newsgroups,hybrid_al,250,2,0.0675123593628131,0.1253854059609455,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, twenty_newsgroups,hybrid_al,250,2,0.0675123593628131,0.1253854059609455,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, twenty_newsgroups,hybrid_al,250,3,0.1058612960686099,0.1521068859198355,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, twenty_newsgroups,hybrid_al,250,3,0.1058612960686099,0.1521068859198355,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, twenty_newsgroups,hybrid_al,250,3,0.1058612960686099,0.1521068859198355,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, twenty_newsgroups,hybrid_al,250,4,0.0353664461435067,0.0842754367934224,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, twenty_newsgroups,hybrid_al,250,4,0.0353664461435067,0.0842754367934224,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, twenty_newsgroups,hybrid_al,250,4,0.0353664461435067,0.0842754367934224,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, twenty_newsgroups,hybrid_al,500,0,0.1552523647308413,0.210688591983556,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, twenty_newsgroups,hybrid_al,500,0,0.1552523647308413,0.210688591983556,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, twenty_newsgroups,hybrid_al,500,0,0.1552523647308413,0.210688591983556,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, twenty_newsgroups,hybrid_al,500,1,0.1140908968315001,0.1397738951695786,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, twenty_newsgroups,hybrid_al,500,1,0.1140908968315001,0.1397738951695786,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, twenty_newsgroups,hybrid_al,500,1,0.1140908968315001,0.1397738951695786,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, twenty_newsgroups,hybrid_al,500,2,0.1480903887623654,0.1901336073997944,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, twenty_newsgroups,hybrid_al,500,2,0.1480903887623654,0.1901336073997944,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, twenty_newsgroups,hybrid_al,500,2,0.1480903887623654,0.1901336073997944,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, twenty_newsgroups,hybrid_al,500,3,0.1111927098603325,0.1428571428571428,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, twenty_newsgroups,hybrid_al,500,3,0.1111927098603325,0.1428571428571428,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, twenty_newsgroups,hybrid_al,500,3,0.1111927098603325,0.1428571428571428,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, twenty_newsgroups,hybrid_al,500,4,0.1261510329049437,0.1644398766700925,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, twenty_newsgroups,hybrid_al,500,4,0.1261510329049437,0.1644398766700925,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, twenty_newsgroups,hybrid_al,500,4,0.1261510329049437,0.1644398766700925,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, twenty_newsgroups,hybrid_al,1000,0,0.3278150821054112,0.3627954779033915,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, twenty_newsgroups,hybrid_al,1000,0,0.3278150821054112,0.3627954779033915,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, twenty_newsgroups,hybrid_al,1000,0,0.3278150821054112,0.3627954779033915,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, twenty_newsgroups,hybrid_al,1000,1,0.3236961531568115,0.3669064748201439,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, twenty_newsgroups,hybrid_al,1000,1,0.3236961531568115,0.3669064748201439,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, twenty_newsgroups,hybrid_al,1000,1,0.3236961531568115,0.3669064748201439,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, twenty_newsgroups,hybrid_al,1000,2,0.3322445656848883,0.3648509763617677,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, twenty_newsgroups,hybrid_al,1000,2,0.3322445656848883,0.3648509763617677,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, twenty_newsgroups,hybrid_al,1000,2,0.3322445656848883,0.3648509763617677,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, twenty_newsgroups,hybrid_al,1000,3,0.3546377492996876,0.3905447070914696,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, twenty_newsgroups,hybrid_al,1000,3,0.3546377492996876,0.3905447070914696,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, twenty_newsgroups,hybrid_al,1000,3,0.3546377492996876,0.3905447070914696,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, twenty_newsgroups,hybrid_al,1000,4,0.3414627391818755,0.3864337101747174,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, twenty_newsgroups,hybrid_al,1000,4,0.3414627391818755,0.3864337101747174,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, twenty_newsgroups,hybrid_al,1000,4,0.3414627391818755,0.3864337101747174,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, twenty_newsgroups,random,50,0,0.0251795365918082,0.0760534429599177,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, twenty_newsgroups,random,50,0,0.0251795365918082,0.0760534429599177,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, twenty_newsgroups,random,50,0,0.0251795365918082,0.0760534429599177,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, twenty_newsgroups,random,50,1,0.009004884004884,0.0554984583761562,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, twenty_newsgroups,random,50,1,0.009004884004884,0.0554984583761562,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, twenty_newsgroups,random,50,1,0.009004884004884,0.0554984583761562,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, twenty_newsgroups,random,50,2,0.0045142296368989,0.0472764645426515,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, twenty_newsgroups,random,50,2,0.0045142296368989,0.0472764645426515,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, twenty_newsgroups,random,50,2,0.0045142296368989,0.0472764645426515,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, twenty_newsgroups,random,50,3,0.0052580331061343,0.0554984583761562,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, twenty_newsgroups,random,50,3,0.0052580331061343,0.0554984583761562,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, twenty_newsgroups,random,50,3,0.0052580331061343,0.0554984583761562,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, twenty_newsgroups,random,50,4,0.0070436507936507,0.0524152106885919,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, twenty_newsgroups,random,50,4,0.0070436507936507,0.0524152106885919,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, twenty_newsgroups,random,50,4,0.0070436507936507,0.0524152106885919,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, twenty_newsgroups,random,100,0,0.0577579911393659,0.0986639260020555,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, twenty_newsgroups,random,100,0,0.0577579911393659,0.0986639260020555,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, twenty_newsgroups,random,100,0,0.0577579911393659,0.0986639260020555,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, twenty_newsgroups,random,100,1,0.0157484406706052,0.0678314491264131,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, twenty_newsgroups,random,100,1,0.0157484406706052,0.0678314491264131,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, twenty_newsgroups,random,100,1,0.0157484406706052,0.0678314491264131,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, twenty_newsgroups,random,100,2,0.0342128679182127,0.0883864337101747,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, twenty_newsgroups,random,100,2,0.0342128679182127,0.0883864337101747,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, twenty_newsgroups,random,100,2,0.0342128679182127,0.0883864337101747,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, twenty_newsgroups,random,100,3,0.0183230817845778,0.0986639260020555,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, twenty_newsgroups,random,100,3,0.0183230817845778,0.0986639260020555,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, twenty_newsgroups,random,100,3,0.0183230817845778,0.0986639260020555,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, twenty_newsgroups,random,100,4,0.0196971706869675,0.0616649537512846,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, twenty_newsgroups,random,100,4,0.0196971706869675,0.0616649537512846,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, twenty_newsgroups,random,100,4,0.0196971706869675,0.0616649537512846,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, twenty_newsgroups,random,250,0,0.073990582709878,0.119218910585817,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, twenty_newsgroups,random,250,0,0.073990582709878,0.119218910585817,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, twenty_newsgroups,random,250,0,0.073990582709878,0.119218910585817,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, twenty_newsgroups,random,250,1,0.1527701426795383,0.2435765673175745,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, twenty_newsgroups,random,250,1,0.1527701426795383,0.2435765673175745,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, twenty_newsgroups,random,250,1,0.1527701426795383,0.2435765673175745,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, twenty_newsgroups,random,250,2,0.086335688383247,0.1356628982528263,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, twenty_newsgroups,random,250,2,0.086335688383247,0.1356628982528263,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, twenty_newsgroups,random,250,2,0.086335688383247,0.1356628982528263,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, twenty_newsgroups,random,250,3,0.1306272378466301,0.1911613566289825,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, twenty_newsgroups,random,250,3,0.1306272378466301,0.1911613566289825,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, twenty_newsgroups,random,250,3,0.1306272378466301,0.1911613566289825,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, twenty_newsgroups,random,250,4,0.1038972001118095,0.1531346351490236,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, twenty_newsgroups,random,250,4,0.1038972001118095,0.1531346351490236,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, twenty_newsgroups,random,250,4,0.1038972001118095,0.1531346351490236,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, twenty_newsgroups,random,500,0,0.2157697229297942,0.2559095580678314,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, twenty_newsgroups,random,500,0,0.2157697229297942,0.2559095580678314,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, twenty_newsgroups,random,500,0,0.2157697229297942,0.2559095580678314,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, twenty_newsgroups,random,500,1,0.2139065214517376,0.2579650565262076,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, twenty_newsgroups,random,500,1,0.2139065214517376,0.2579650565262076,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, twenty_newsgroups,random,500,1,0.2139065214517376,0.2579650565262076,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, twenty_newsgroups,random,500,2,0.2823054043970466,0.3381294964028777,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, twenty_newsgroups,random,500,2,0.2823054043970466,0.3381294964028777,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, twenty_newsgroups,random,500,2,0.2823054043970466,0.3381294964028777,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, twenty_newsgroups,random,500,3,0.1884829040257682,0.2353545734840698,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, twenty_newsgroups,random,500,3,0.1884829040257682,0.2353545734840698,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, twenty_newsgroups,random,500,3,0.1884829040257682,0.2353545734840698,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, twenty_newsgroups,random,500,4,0.2655922269230438,0.3216855087358684,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, twenty_newsgroups,random,500,4,0.2655922269230438,0.3216855087358684,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, twenty_newsgroups,random,500,4,0.2655922269230438,0.3216855087358684,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, twenty_newsgroups,random,1000,0,0.3103810022794979,0.3648509763617677,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, twenty_newsgroups,random,1000,0,0.3103810022794979,0.3648509763617677,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, twenty_newsgroups,random,1000,0,0.3103810022794979,0.3648509763617677,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, twenty_newsgroups,random,1000,1,0.3317834087694927,0.3761562178828366,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, twenty_newsgroups,random,1000,1,0.3317834087694927,0.3761562178828366,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, twenty_newsgroups,random,1000,1,0.3317834087694927,0.3761562178828366,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, twenty_newsgroups,random,1000,2,0.3977837516241573,0.4378211716341212,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, twenty_newsgroups,random,1000,2,0.3977837516241573,0.4378211716341212,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, twenty_newsgroups,random,1000,2,0.3977837516241573,0.4378211716341212,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, twenty_newsgroups,random,1000,3,0.339932108944703,0.3926002055498458,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, twenty_newsgroups,random,1000,3,0.339932108944703,0.3926002055498458,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, twenty_newsgroups,random,1000,3,0.339932108944703,0.3926002055498458,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, twenty_newsgroups,random,1000,4,0.3608343135008144,0.4193216855087359,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, twenty_newsgroups,random,1000,4,0.3608343135008144,0.4193216855087359,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, twenty_newsgroups,random,1000,4,0.3608343135008144,0.4193216855087359,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, twenty_newsgroups,uncertainty_al,50,0,0.0116421007248524,0.0554984583761562,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, twenty_newsgroups,uncertainty_al,50,0,0.0116421007248524,0.0554984583761562,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, twenty_newsgroups,uncertainty_al,50,0,0.0116421007248524,0.0554984583761562,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, twenty_newsgroups,uncertainty_al,50,1,0.0054421768707482,0.0575539568345323,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, twenty_newsgroups,uncertainty_al,50,1,0.0054421768707482,0.0575539568345323,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, twenty_newsgroups,uncertainty_al,50,1,0.0054421768707482,0.0575539568345323,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, twenty_newsgroups,uncertainty_al,50,2,0.0199376947040498,0.065775950668037,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, twenty_newsgroups,uncertainty_al,50,2,0.0199376947040498,0.065775950668037,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, twenty_newsgroups,uncertainty_al,50,2,0.0199376947040498,0.065775950668037,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, twenty_newsgroups,uncertainty_al,50,3,0.0239433573635427,0.0688591983556012,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, twenty_newsgroups,uncertainty_al,50,3,0.0239433573635427,0.0688591983556012,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, twenty_newsgroups,uncertainty_al,50,3,0.0239433573635427,0.0688591983556012,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, twenty_newsgroups,uncertainty_al,50,4,0.0260514963790785,0.0698869475847893,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, twenty_newsgroups,uncertainty_al,50,4,0.0260514963790785,0.0698869475847893,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, twenty_newsgroups,uncertainty_al,50,4,0.0260514963790785,0.0698869475847893,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, twenty_newsgroups,uncertainty_al,100,0,0.0336077599005123,0.0750256937307297,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, twenty_newsgroups,uncertainty_al,100,0,0.0336077599005123,0.0750256937307297,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, twenty_newsgroups,uncertainty_al,100,0,0.0336077599005123,0.0750256937307297,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, twenty_newsgroups,uncertainty_al,100,1,0.0473335794901113,0.0914696813977389,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, twenty_newsgroups,uncertainty_al,100,1,0.0473335794901113,0.0914696813977389,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, twenty_newsgroups,uncertainty_al,100,1,0.0473335794901113,0.0914696813977389,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, twenty_newsgroups,uncertainty_al,100,2,0.0310908631308024,0.0709146968139773,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, twenty_newsgroups,uncertainty_al,100,2,0.0310908631308024,0.0709146968139773,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, twenty_newsgroups,uncertainty_al,100,2,0.0310908631308024,0.0709146968139773,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, twenty_newsgroups,uncertainty_al,100,3,0.0426251241472844,0.0873586844809866,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, twenty_newsgroups,uncertainty_al,100,3,0.0426251241472844,0.0873586844809866,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, twenty_newsgroups,uncertainty_al,100,3,0.0426251241472844,0.0873586844809866,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, twenty_newsgroups,uncertainty_al,100,4,0.0152013347711966,0.0544707091469681,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, twenty_newsgroups,uncertainty_al,100,4,0.0152013347711966,0.0544707091469681,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, twenty_newsgroups,uncertainty_al,100,4,0.0152013347711966,0.0544707091469681,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, twenty_newsgroups,uncertainty_al,250,0,0.0423232679854173,0.1109969167523124,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, twenty_newsgroups,uncertainty_al,250,0,0.0423232679854173,0.1109969167523124,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, twenty_newsgroups,uncertainty_al,250,0,0.0423232679854173,0.1109969167523124,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, twenty_newsgroups,uncertainty_al,250,1,0.029419234958306,0.0945529290853031,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, twenty_newsgroups,uncertainty_al,250,1,0.029419234958306,0.0945529290853031,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, twenty_newsgroups,uncertainty_al,250,1,0.029419234958306,0.0945529290853031,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, twenty_newsgroups,uncertainty_al,250,2,0.0189119275252553,0.08016443987667,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, twenty_newsgroups,uncertainty_al,250,2,0.0189119275252553,0.08016443987667,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, twenty_newsgroups,uncertainty_al,250,2,0.0189119275252553,0.08016443987667,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, twenty_newsgroups,uncertainty_al,250,3,0.0942623570088677,0.1438848920863309,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, twenty_newsgroups,uncertainty_al,250,3,0.0942623570088677,0.1438848920863309,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, twenty_newsgroups,uncertainty_al,250,3,0.0942623570088677,0.1438848920863309,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, twenty_newsgroups,uncertainty_al,250,4,0.0574395837548148,0.0945529290853031,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, twenty_newsgroups,uncertainty_al,250,4,0.0574395837548148,0.0945529290853031,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, twenty_newsgroups,uncertainty_al,250,4,0.0574395837548148,0.0945529290853031,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, twenty_newsgroups,uncertainty_al,500,0,0.0481869308281862,0.1274409044193216,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, twenty_newsgroups,uncertainty_al,500,0,0.0481869308281862,0.1274409044193216,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, twenty_newsgroups,uncertainty_al,500,0,0.0481869308281862,0.1274409044193216,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, twenty_newsgroups,uncertainty_al,500,1,0.0816224719206386,0.105858170606372,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, twenty_newsgroups,uncertainty_al,500,1,0.0816224719206386,0.105858170606372,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, twenty_newsgroups,uncertainty_al,500,1,0.0816224719206386,0.105858170606372,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, twenty_newsgroups,uncertainty_al,500,2,0.1729046786649655,0.2065775950668037,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, twenty_newsgroups,uncertainty_al,500,2,0.1729046786649655,0.2065775950668037,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, twenty_newsgroups,uncertainty_al,500,2,0.1729046786649655,0.2065775950668037,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, twenty_newsgroups,uncertainty_al,500,3,0.0606592543017606,0.132579650565262,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, twenty_newsgroups,uncertainty_al,500,3,0.0606592543017606,0.132579650565262,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, twenty_newsgroups,uncertainty_al,500,3,0.0606592543017606,0.132579650565262,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, twenty_newsgroups,uncertainty_al,500,4,0.0955537723829712,0.1253854059609455,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, twenty_newsgroups,uncertainty_al,500,4,0.0955537723829712,0.1253854059609455,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, twenty_newsgroups,uncertainty_al,500,4,0.0955537723829712,0.1253854059609455,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, twenty_newsgroups,uncertainty_al,1000,0,0.3309557471084919,0.3576567317574511,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, twenty_newsgroups,uncertainty_al,1000,0,0.3309557471084919,0.3576567317574511,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, twenty_newsgroups,uncertainty_al,1000,0,0.3309557471084919,0.3576567317574511,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, twenty_newsgroups,uncertainty_al,1000,1,0.2795369804370989,0.3545734840698869,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, twenty_newsgroups,uncertainty_al,1000,1,0.2795369804370989,0.3545734840698869,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, twenty_newsgroups,uncertainty_al,1000,1,0.2795369804370989,0.3545734840698869,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, twenty_newsgroups,uncertainty_al,1000,2,0.2541679114267823,0.3124357656731757,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, twenty_newsgroups,uncertainty_al,1000,2,0.2541679114267823,0.3124357656731757,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, twenty_newsgroups,uncertainty_al,1000,2,0.2541679114267823,0.3124357656731757,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, twenty_newsgroups,uncertainty_al,1000,3,0.2812352644600026,0.3093525179856115,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, twenty_newsgroups,uncertainty_al,1000,3,0.2812352644600026,0.3093525179856115,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, twenty_newsgroups,uncertainty_al,1000,3,0.2812352644600026,0.3093525179856115,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, twenty_newsgroups,uncertainty_al,1000,4,0.2811430846421448,0.3186022610483042,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, twenty_newsgroups,uncertainty_al,1000,4,0.2811430846421448,0.3186022610483042,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, twenty_newsgroups,uncertainty_al,1000,4,0.2811430846421448,0.3186022610483042,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, yelp_polarity,diversity_al,50,0,0.3842022848125336,0.545,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, yelp_polarity,diversity_al,50,0,0.3842022848125336,0.545,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, yelp_polarity,diversity_al,50,0,0.3842022848125336,0.545,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, yelp_polarity,diversity_al,50,1,0.5364411230677247,0.579,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, yelp_polarity,diversity_al,50,1,0.5364411230677247,0.579,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, yelp_polarity,diversity_al,50,1,0.5364411230677247,0.579,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, yelp_polarity,diversity_al,50,2,0.5396771483222796,0.588,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,, yelp_polarity,diversity_al,50,2,0.5396771483222796,0.588,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,, yelp_polarity,diversity_al,50,2,0.5396771483222796,0.588,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,, yelp_polarity,diversity_al,50,3,0.5223846744364575,0.562,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, yelp_polarity,diversity_al,50,3,0.5223846744364575,0.562,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, yelp_polarity,diversity_al,50,3,0.5223846744364575,0.562,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, yelp_polarity,diversity_al,50,4,0.3455497382198952,0.528,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,4.76,0.15,4.91,tfidf_logreg, yelp_polarity,diversity_al,50,4,0.3455497382198952,0.528,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,21.42,0.15,21.569999999999997,tfidf_logreg, yelp_polarity,diversity_al,50,4,0.3455497382198952,0.528,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,2.0,0.15,2.15,tfidf_logreg, yelp_polarity,diversity_al,100,0,0.3594642592052958,0.534,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, yelp_polarity,diversity_al,100,0,0.3594642592052958,0.534,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, yelp_polarity,diversity_al,100,0,0.3594642592052958,0.534,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, yelp_polarity,diversity_al,100,1,0.5838497102953752,0.636,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, yelp_polarity,diversity_al,100,1,0.5838497102953752,0.636,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, yelp_polarity,diversity_al,100,1,0.5838497102953752,0.636,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, yelp_polarity,diversity_al,100,2,0.4137806637806638,0.558,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,, yelp_polarity,diversity_al,100,2,0.4137806637806638,0.558,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,, yelp_polarity,diversity_al,100,2,0.4137806637806638,0.558,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,, yelp_polarity,diversity_al,100,3,0.70897214620916,0.712,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, yelp_polarity,diversity_al,100,3,0.70897214620916,0.712,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, yelp_polarity,diversity_al,100,3,0.70897214620916,0.712,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, yelp_polarity,diversity_al,100,4,0.3455497382198952,0.528,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,9.52,0.3,9.82,tfidf_logreg, yelp_polarity,diversity_al,100,4,0.3455497382198952,0.528,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,42.84,0.3,43.13999999999999,tfidf_logreg, yelp_polarity,diversity_al,100,4,0.3455497382198952,0.528,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,4.0,0.3,4.3,tfidf_logreg, yelp_polarity,diversity_al,250,0,0.6393089341807291,0.684,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, yelp_polarity,diversity_al,250,0,0.6393089341807291,0.684,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, yelp_polarity,diversity_al,250,0,0.6393089341807291,0.684,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, yelp_polarity,diversity_al,250,1,0.6552262423366453,0.693,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, yelp_polarity,diversity_al,250,1,0.6552262423366453,0.693,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, yelp_polarity,diversity_al,250,1,0.6552262423366453,0.693,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, yelp_polarity,diversity_al,250,2,0.5832626998926371,0.646,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,, yelp_polarity,diversity_al,250,2,0.5832626998926371,0.646,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,, yelp_polarity,diversity_al,250,2,0.5832626998926371,0.646,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,, yelp_polarity,diversity_al,250,3,0.797757676738745,0.803,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, yelp_polarity,diversity_al,250,3,0.797757676738745,0.803,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, yelp_polarity,diversity_al,250,3,0.797757676738745,0.803,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, yelp_polarity,diversity_al,250,4,0.659718408560272,0.697,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,23.799999999999997,0.75,24.549999999999997,tfidf_logreg, yelp_polarity,diversity_al,250,4,0.659718408560272,0.697,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,107.09999999999998,0.75,107.84999999999998,tfidf_logreg, yelp_polarity,diversity_al,250,4,0.659718408560272,0.697,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,10.0,0.75,10.75,tfidf_logreg, yelp_polarity,diversity_al,500,0,0.7952167599568094,0.802,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, yelp_polarity,diversity_al,500,0,0.7952167599568094,0.802,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, yelp_polarity,diversity_al,500,0,0.7952167599568094,0.802,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, yelp_polarity,diversity_al,500,1,0.8090962083648529,0.813,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, yelp_polarity,diversity_al,500,1,0.8090962083648529,0.813,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, yelp_polarity,diversity_al,500,1,0.8090962083648529,0.813,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, yelp_polarity,diversity_al,500,2,0.7757292989759004,0.786,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,, yelp_polarity,diversity_al,500,2,0.7757292989759004,0.786,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,, yelp_polarity,diversity_al,500,2,0.7757292989759004,0.786,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,, yelp_polarity,diversity_al,500,3,0.8018641198506486,0.807,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, yelp_polarity,diversity_al,500,3,0.8018641198506486,0.807,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, yelp_polarity,diversity_al,500,3,0.8018641198506486,0.807,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, yelp_polarity,diversity_al,500,4,0.8206833594157538,0.824,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,47.599999999999994,1.5,49.099999999999994,tfidf_logreg, yelp_polarity,diversity_al,500,4,0.8206833594157538,0.824,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,214.19999999999996,1.5,215.69999999999996,tfidf_logreg, yelp_polarity,diversity_al,500,4,0.8206833594157538,0.824,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,20.0,1.5,21.5,tfidf_logreg, yelp_polarity,diversity_al,1000,0,0.825979428721174,0.83,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, yelp_polarity,diversity_al,1000,0,0.825979428721174,0.83,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, yelp_polarity,diversity_al,1000,0,0.825979428721174,0.83,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, yelp_polarity,diversity_al,1000,1,0.8254302226224056,0.829,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, yelp_polarity,diversity_al,1000,1,0.8254302226224056,0.829,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, yelp_polarity,diversity_al,1000,1,0.8254302226224056,0.829,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, yelp_polarity,diversity_al,1000,2,0.8206921283844362,0.825,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,, yelp_polarity,diversity_al,1000,2,0.8206921283844362,0.825,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,, yelp_polarity,diversity_al,1000,2,0.8206921283844362,0.825,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,, yelp_polarity,diversity_al,1000,3,0.8276704201884613,0.831,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, yelp_polarity,diversity_al,1000,3,0.8276704201884613,0.831,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, yelp_polarity,diversity_al,1000,3,0.8276704201884613,0.831,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, yelp_polarity,diversity_al,1000,4,0.8336936637285881,0.837,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.003,95.2,3.0,98.2,tfidf_logreg, yelp_polarity,diversity_al,1000,4,0.8336936637285881,0.837,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.003,428.3999999999999,3.0,431.3999999999999,tfidf_logreg, yelp_polarity,diversity_al,1000,4,0.8336936637285881,0.837,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.003,40.0,3.0,43.0,tfidf_logreg, yelp_polarity,hybrid_al,50,0,0.3206521739130434,0.472,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, yelp_polarity,hybrid_al,50,0,0.3206521739130434,0.472,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, yelp_polarity,hybrid_al,50,0,0.3206521739130434,0.472,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, yelp_polarity,hybrid_al,50,1,0.3290446825510643,0.476,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, yelp_polarity,hybrid_al,50,1,0.3290446825510643,0.476,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, yelp_polarity,hybrid_al,50,1,0.3290446825510643,0.476,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, yelp_polarity,hybrid_al,50,2,0.4104102059386084,0.492,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,, yelp_polarity,hybrid_al,50,2,0.4104102059386084,0.492,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,, yelp_polarity,hybrid_al,50,2,0.4104102059386084,0.492,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,, yelp_polarity,hybrid_al,50,3,0.4259010895893934,0.521,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, yelp_polarity,hybrid_al,50,3,0.4259010895893934,0.521,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, yelp_polarity,hybrid_al,50,3,0.4259010895893934,0.521,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, yelp_polarity,hybrid_al,50,4,0.6784662322342254,0.689,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,4.76,0.2,4.96,tfidf_logreg, yelp_polarity,hybrid_al,50,4,0.6784662322342254,0.689,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,21.42,0.2,21.619999999999997,tfidf_logreg, yelp_polarity,hybrid_al,50,4,0.6784662322342254,0.689,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,2.0,0.2,2.2,tfidf_logreg, yelp_polarity,hybrid_al,100,0,0.3206521739130434,0.472,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, yelp_polarity,hybrid_al,100,0,0.3206521739130434,0.472,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, yelp_polarity,hybrid_al,100,0,0.3206521739130434,0.472,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, yelp_polarity,hybrid_al,100,1,0.3455497382198952,0.528,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, yelp_polarity,hybrid_al,100,1,0.3455497382198952,0.528,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, yelp_polarity,hybrid_al,100,1,0.3455497382198952,0.528,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, yelp_polarity,hybrid_al,100,2,0.5293674698795181,0.58,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,, yelp_polarity,hybrid_al,100,2,0.5293674698795181,0.58,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,, yelp_polarity,hybrid_al,100,2,0.5293674698795181,0.58,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,, yelp_polarity,hybrid_al,100,3,0.3478901963390473,0.529,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, yelp_polarity,hybrid_al,100,3,0.3478901963390473,0.529,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, yelp_polarity,hybrid_al,100,3,0.3478901963390473,0.529,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, yelp_polarity,hybrid_al,100,4,0.3206521739130434,0.472,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,9.52,0.4,9.92,tfidf_logreg, yelp_polarity,hybrid_al,100,4,0.3206521739130434,0.472,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,42.84,0.4,43.239999999999995,tfidf_logreg, yelp_polarity,hybrid_al,100,4,0.3206521739130434,0.472,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,4.0,0.4,4.4,tfidf_logreg, yelp_polarity,hybrid_al,250,0,0.3206521739130434,0.472,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, yelp_polarity,hybrid_al,250,0,0.3206521739130434,0.472,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, yelp_polarity,hybrid_al,250,0,0.3206521739130434,0.472,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, yelp_polarity,hybrid_al,250,1,0.7900265662040151,0.793,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, yelp_polarity,hybrid_al,250,1,0.7900265662040151,0.793,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, yelp_polarity,hybrid_al,250,1,0.7900265662040151,0.793,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, yelp_polarity,hybrid_al,250,2,0.3206521739130434,0.472,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,, yelp_polarity,hybrid_al,250,2,0.3206521739130434,0.472,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,, yelp_polarity,hybrid_al,250,2,0.3206521739130434,0.472,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,, yelp_polarity,hybrid_al,250,3,0.32486202027981,0.474,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, yelp_polarity,hybrid_al,250,3,0.32486202027981,0.474,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, yelp_polarity,hybrid_al,250,3,0.32486202027981,0.474,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, yelp_polarity,hybrid_al,250,4,0.3206521739130434,0.472,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,23.799999999999997,1.0,24.799999999999997,tfidf_logreg, yelp_polarity,hybrid_al,250,4,0.3206521739130434,0.472,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,107.09999999999998,1.0,108.09999999999998,tfidf_logreg, yelp_polarity,hybrid_al,250,4,0.3206521739130434,0.472,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,10.0,1.0,11.0,tfidf_logreg, yelp_polarity,hybrid_al,500,0,0.3206521739130434,0.472,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, yelp_polarity,hybrid_al,500,0,0.3206521739130434,0.472,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, yelp_polarity,hybrid_al,500,0,0.3206521739130434,0.472,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, yelp_polarity,hybrid_al,500,1,0.3227605155244622,0.473,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, yelp_polarity,hybrid_al,500,1,0.3227605155244622,0.473,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, yelp_polarity,hybrid_al,500,1,0.3227605155244622,0.473,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, yelp_polarity,hybrid_al,500,2,0.3227605155244622,0.473,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,, yelp_polarity,hybrid_al,500,2,0.3227605155244622,0.473,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,, yelp_polarity,hybrid_al,500,2,0.3227605155244622,0.473,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,, yelp_polarity,hybrid_al,500,3,0.6476226273256906,0.67,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, yelp_polarity,hybrid_al,500,3,0.6476226273256906,0.67,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, yelp_polarity,hybrid_al,500,3,0.6476226273256906,0.67,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, yelp_polarity,hybrid_al,500,4,0.3227605155244622,0.473,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,47.599999999999994,2.0,49.599999999999994,tfidf_logreg, yelp_polarity,hybrid_al,500,4,0.3227605155244622,0.473,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,214.19999999999996,2.0,216.19999999999996,tfidf_logreg, yelp_polarity,hybrid_al,500,4,0.3227605155244622,0.473,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,20.0,2.0,22.0,tfidf_logreg, yelp_polarity,hybrid_al,1000,0,0.8679915514592934,0.868,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, yelp_polarity,hybrid_al,1000,0,0.8679915514592934,0.868,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, yelp_polarity,hybrid_al,1000,0,0.8679915514592934,0.868,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, yelp_polarity,hybrid_al,1000,1,0.8747463613817982,0.875,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, yelp_polarity,hybrid_al,1000,1,0.8747463613817982,0.875,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, yelp_polarity,hybrid_al,1000,1,0.8747463613817982,0.875,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, yelp_polarity,hybrid_al,1000,2,0.8365408432286292,0.837,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,, yelp_polarity,hybrid_al,1000,2,0.8365408432286292,0.837,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,, yelp_polarity,hybrid_al,1000,2,0.8365408432286292,0.837,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,, yelp_polarity,hybrid_al,1000,3,0.8817042606516291,0.882,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, yelp_polarity,hybrid_al,1000,3,0.8817042606516291,0.882,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, yelp_polarity,hybrid_al,1000,3,0.8817042606516291,0.882,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, yelp_polarity,hybrid_al,1000,4,0.8776692175642938,0.878,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.004,95.2,4.0,99.2,tfidf_logreg, yelp_polarity,hybrid_al,1000,4,0.8776692175642938,0.878,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.004,428.3999999999999,4.0,432.3999999999999,tfidf_logreg, yelp_polarity,hybrid_al,1000,4,0.8776692175642938,0.878,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.004,40.0,4.0,44.0,tfidf_logreg, yelp_polarity,random,50,0,0.372597053519785,0.539,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, yelp_polarity,random,50,0,0.372597053519785,0.539,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, yelp_polarity,random,50,0,0.372597053519785,0.539,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, yelp_polarity,random,50,1,0.3548600542579236,0.532,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, yelp_polarity,random,50,1,0.3548600542579236,0.532,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, yelp_polarity,random,50,1,0.3548600542579236,0.532,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, yelp_polarity,random,50,2,0.3455497382198952,0.528,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,, yelp_polarity,random,50,2,0.3455497382198952,0.528,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,, yelp_polarity,random,50,2,0.3455497382198952,0.528,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,, yelp_polarity,random,50,3,0.554302038161572,0.619,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, yelp_polarity,random,50,3,0.554302038161572,0.619,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, yelp_polarity,random,50,3,0.554302038161572,0.619,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, yelp_polarity,random,50,4,0.5626936231523806,0.62,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,4.76,0.0,4.76,tfidf_logreg, yelp_polarity,random,50,4,0.5626936231523806,0.62,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,21.42,0.0,21.42,tfidf_logreg, yelp_polarity,random,50,4,0.5626936231523806,0.62,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,2.0,0.0,2.0,tfidf_logreg, yelp_polarity,random,100,0,0.6013210096973809,0.651,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, yelp_polarity,random,100,0,0.6013210096973809,0.651,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, yelp_polarity,random,100,0,0.6013210096973809,0.651,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, yelp_polarity,random,100,1,0.6255701190353268,0.641,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, yelp_polarity,random,100,1,0.6255701190353268,0.641,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, yelp_polarity,random,100,1,0.6255701190353268,0.641,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, yelp_polarity,random,100,2,0.5319692281127454,0.588,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,, yelp_polarity,random,100,2,0.5319692281127454,0.588,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,, yelp_polarity,random,100,2,0.5319692281127454,0.588,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,, yelp_polarity,random,100,3,0.6877990236624012,0.692,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, yelp_polarity,random,100,3,0.6877990236624012,0.692,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, yelp_polarity,random,100,3,0.6877990236624012,0.692,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, yelp_polarity,random,100,4,0.3864035680497364,0.546,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,9.52,0.0,9.52,tfidf_logreg, yelp_polarity,random,100,4,0.3864035680497364,0.546,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,42.84,0.0,42.84,tfidf_logreg, yelp_polarity,random,100,4,0.3864035680497364,0.546,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,4.0,0.0,4.0,tfidf_logreg, yelp_polarity,random,250,0,0.5833333333333334,0.65,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, yelp_polarity,random,250,0,0.5833333333333334,0.65,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, yelp_polarity,random,250,0,0.5833333333333334,0.65,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, yelp_polarity,random,250,1,0.7493948997103766,0.763,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, yelp_polarity,random,250,1,0.7493948997103766,0.763,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, yelp_polarity,random,250,1,0.7493948997103766,0.763,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, yelp_polarity,random,250,2,0.5872513899220745,0.651,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,, yelp_polarity,random,250,2,0.5872513899220745,0.651,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,, yelp_polarity,random,250,2,0.5872513899220745,0.651,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,, yelp_polarity,random,250,3,0.7912875733026412,0.794,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, yelp_polarity,random,250,3,0.7912875733026412,0.794,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, yelp_polarity,random,250,3,0.7912875733026412,0.794,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, yelp_polarity,random,250,4,0.6057737187938314,0.663,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,23.799999999999997,0.0,23.799999999999997,tfidf_logreg, yelp_polarity,random,250,4,0.6057737187938314,0.663,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,107.09999999999998,0.0,107.09999999999998,tfidf_logreg, yelp_polarity,random,250,4,0.6057737187938314,0.663,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,10.0,0.0,10.0,tfidf_logreg, yelp_polarity,random,500,0,0.7119307757605631,0.737,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, yelp_polarity,random,500,0,0.7119307757605631,0.737,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, yelp_polarity,random,500,0,0.7119307757605631,0.737,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, yelp_polarity,random,500,1,0.7729679864314984,0.779,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, yelp_polarity,random,500,1,0.7729679864314984,0.779,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, yelp_polarity,random,500,1,0.7729679864314984,0.779,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, yelp_polarity,random,500,2,0.7458445585319982,0.76,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,, yelp_polarity,random,500,2,0.7458445585319982,0.76,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,, yelp_polarity,random,500,2,0.7458445585319982,0.76,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,, yelp_polarity,random,500,3,0.7953964194373402,0.8,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, yelp_polarity,random,500,3,0.7953964194373402,0.8,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, yelp_polarity,random,500,3,0.7953964194373402,0.8,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, yelp_polarity,random,500,4,0.7526636836407905,0.769,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,47.599999999999994,0.0,47.599999999999994,tfidf_logreg, yelp_polarity,random,500,4,0.7526636836407905,0.769,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,214.19999999999996,0.0,214.19999999999996,tfidf_logreg, yelp_polarity,random,500,4,0.7526636836407905,0.769,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,20.0,0.0,20.0,tfidf_logreg, yelp_polarity,random,1000,0,0.8017176211071593,0.808,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, yelp_polarity,random,1000,0,0.8017176211071593,0.808,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, yelp_polarity,random,1000,0,0.8017176211071593,0.808,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, yelp_polarity,random,1000,1,0.7883597883597884,0.796,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, yelp_polarity,random,1000,1,0.7883597883597884,0.796,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, yelp_polarity,random,1000,1,0.7883597883597884,0.796,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, yelp_polarity,random,1000,2,0.7880219958352557,0.796,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,, yelp_polarity,random,1000,2,0.7880219958352557,0.796,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,, yelp_polarity,random,1000,2,0.7880219958352557,0.796,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,, yelp_polarity,random,1000,3,0.7861153565020932,0.794,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, yelp_polarity,random,1000,3,0.7861153565020932,0.794,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, yelp_polarity,random,1000,3,0.7861153565020932,0.794,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, yelp_polarity,random,1000,4,0.8040679616055703,0.81,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.0,95.2,0.0,95.2,tfidf_logreg, yelp_polarity,random,1000,4,0.8040679616055703,0.81,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.0,428.3999999999999,0.0,428.3999999999999,tfidf_logreg, yelp_polarity,random,1000,4,0.8040679616055703,0.81,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.0,40.0,0.0,40.0,tfidf_logreg, yelp_polarity,uncertainty_al,50,0,0.4005332450377103,0.551,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, yelp_polarity,uncertainty_al,50,0,0.4005332450377103,0.551,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, yelp_polarity,uncertainty_al,50,0,0.4005332450377103,0.551,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, yelp_polarity,uncertainty_al,50,1,0.3206521739130434,0.472,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, yelp_polarity,uncertainty_al,50,1,0.3206521739130434,0.472,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, yelp_polarity,uncertainty_al,50,1,0.3206521739130434,0.472,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, yelp_polarity,uncertainty_al,50,2,0.579859241239717,0.638,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,, yelp_polarity,uncertainty_al,50,2,0.579859241239717,0.638,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,, yelp_polarity,uncertainty_al,50,2,0.579859241239717,0.638,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,, yelp_polarity,uncertainty_al,50,3,0.3455497382198952,0.528,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, yelp_polarity,uncertainty_al,50,3,0.3455497382198952,0.528,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, yelp_polarity,uncertainty_al,50,3,0.3455497382198952,0.528,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, yelp_polarity,uncertainty_al,50,4,0.3455497382198952,0.528,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,4.76,0.1,4.859999999999999,tfidf_logreg, yelp_polarity,uncertainty_al,50,4,0.3455497382198952,0.528,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,21.42,0.1,21.52,tfidf_logreg, yelp_polarity,uncertainty_al,50,4,0.3455497382198952,0.528,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,2.0,0.1,2.1,tfidf_logreg, yelp_polarity,uncertainty_al,100,0,0.3393845202136881,0.481,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, yelp_polarity,uncertainty_al,100,0,0.3393845202136881,0.481,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, yelp_polarity,uncertainty_al,100,0,0.3393845202136881,0.481,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, yelp_polarity,uncertainty_al,100,1,0.7073538654934004,0.709,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, yelp_polarity,uncertainty_al,100,1,0.7073538654934004,0.709,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, yelp_polarity,uncertainty_al,100,1,0.7073538654934004,0.709,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, yelp_polarity,uncertainty_al,100,2,0.3455497382198952,0.528,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,, yelp_polarity,uncertainty_al,100,2,0.3455497382198952,0.528,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,, yelp_polarity,uncertainty_al,100,2,0.3455497382198952,0.528,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,, yelp_polarity,uncertainty_al,100,3,0.3894730350590484,0.505,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, yelp_polarity,uncertainty_al,100,3,0.3894730350590484,0.505,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, yelp_polarity,uncertainty_al,100,3,0.3894730350590484,0.505,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, yelp_polarity,uncertainty_al,100,4,0.5807587695098533,0.633,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,9.52,0.2,9.72,tfidf_logreg, yelp_polarity,uncertainty_al,100,4,0.5807587695098533,0.633,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,42.84,0.2,43.04,tfidf_logreg, yelp_polarity,uncertainty_al,100,4,0.5807587695098533,0.633,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,4.0,0.2,4.2,tfidf_logreg, yelp_polarity,uncertainty_al,250,0,0.3206521739130434,0.472,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, yelp_polarity,uncertainty_al,250,0,0.3206521739130434,0.472,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, yelp_polarity,uncertainty_al,250,0,0.3206521739130434,0.472,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, yelp_polarity,uncertainty_al,250,1,0.3455497382198952,0.528,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, yelp_polarity,uncertainty_al,250,1,0.3455497382198952,0.528,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, yelp_polarity,uncertainty_al,250,1,0.3455497382198952,0.528,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, yelp_polarity,uncertainty_al,250,2,0.3206521739130434,0.472,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,, yelp_polarity,uncertainty_al,250,2,0.3206521739130434,0.472,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,, yelp_polarity,uncertainty_al,250,2,0.3206521739130434,0.472,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,, yelp_polarity,uncertainty_al,250,3,0.3206521739130434,0.472,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, yelp_polarity,uncertainty_al,250,3,0.3206521739130434,0.472,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, yelp_polarity,uncertainty_al,250,3,0.3206521739130434,0.472,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, yelp_polarity,uncertainty_al,250,4,0.3455497382198952,0.528,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,23.799999999999997,0.5,24.299999999999997,tfidf_logreg, yelp_polarity,uncertainty_al,250,4,0.3455497382198952,0.528,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,107.09999999999998,0.5,107.59999999999998,tfidf_logreg, yelp_polarity,uncertainty_al,250,4,0.3455497382198952,0.528,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,10.0,0.5,10.5,tfidf_logreg, yelp_polarity,uncertainty_al,500,0,0.32486202027981,0.474,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, yelp_polarity,uncertainty_al,500,0,0.32486202027981,0.474,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, yelp_polarity,uncertainty_al,500,0,0.32486202027981,0.474,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, yelp_polarity,uncertainty_al,500,1,0.3227605155244622,0.473,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, yelp_polarity,uncertainty_al,500,1,0.3227605155244622,0.473,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, yelp_polarity,uncertainty_al,500,1,0.3227605155244622,0.473,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, yelp_polarity,uncertainty_al,500,2,0.3352684124908296,0.479,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,, yelp_polarity,uncertainty_al,500,2,0.3352684124908296,0.479,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,, yelp_polarity,uncertainty_al,500,2,0.3352684124908296,0.479,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,, yelp_polarity,uncertainty_al,500,3,0.32486202027981,0.474,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, yelp_polarity,uncertainty_al,500,3,0.32486202027981,0.474,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, yelp_polarity,uncertainty_al,500,3,0.32486202027981,0.474,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, yelp_polarity,uncertainty_al,500,4,0.4489477526133235,0.538,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,47.599999999999994,1.0,48.599999999999994,tfidf_logreg, yelp_polarity,uncertainty_al,500,4,0.4489477526133235,0.538,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,214.19999999999996,1.0,215.19999999999996,tfidf_logreg, yelp_polarity,uncertainty_al,500,4,0.4489477526133235,0.538,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,20.0,1.0,21.0,tfidf_logreg, yelp_polarity,uncertainty_al,1000,0,0.846981484759656,0.847,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, yelp_polarity,uncertainty_al,1000,0,0.846981484759656,0.847,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, yelp_polarity,uncertainty_al,1000,0,0.846981484759656,0.847,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, yelp_polarity,uncertainty_al,1000,1,0.710413338163448,0.737,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, yelp_polarity,uncertainty_al,1000,1,0.710413338163448,0.737,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, yelp_polarity,uncertainty_al,1000,1,0.710413338163448,0.737,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, yelp_polarity,uncertainty_al,1000,2,0.6538689568432849,0.697,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,, yelp_polarity,uncertainty_al,1000,2,0.6538689568432849,0.697,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,, yelp_polarity,uncertainty_al,1000,2,0.6538689568432849,0.697,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,, yelp_polarity,uncertainty_al,1000,3,0.7234404014065031,0.748,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, yelp_polarity,uncertainty_al,1000,3,0.7234404014065031,0.748,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, yelp_polarity,uncertainty_al,1000,3,0.7234404014065031,0.748,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg, yelp_polarity,uncertainty_al,1000,4,0.8375262264764052,0.838,base,Prolific,https://www.prolific.com/pricing,2026-07-12,0.0951999999999999,0.002,95.2,2.0,97.2,tfidf_logreg, yelp_polarity,uncertainty_al,1000,4,0.8375262264764052,0.838,high,Prolific,https://www.prolific.com/pricing,2026-07-12,0.4283999999999999,0.002,428.3999999999999,2.0,430.3999999999999,tfidf_logreg, yelp_polarity,uncertainty_al,1000,4,0.8375262264764052,0.838,low,Amazon Mechanical Turk,https://www.mturk.com/pricing,2026-07-12,0.04,0.002,40.0,2.0,42.0,tfidf_logreg,