{"id":"W4383738756","doi":"10.2139/ssrn.4494693","title":"Preference Aggregation in Social Choice Under Risk","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Preference; Social preferences; Economics; Social choice theory; Context (archaeology); Set (abstract data type); Microeconomics; Risk aversion (psychology); Dictator; Risk-seeking; Aggregate (composite); Revealed preference; Social psychology; Public economics; Expected utility hypothesis; Psychology; Computer science; Mathematical economics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005427651,0.0003813572,0.001296876,0.001256016,0.0009214196,0.003269099,0.0005531189,0.001196559,0.005597065],"category_scores_gemma":[0.01700418,0.0004556941,0.0009441646,0.001609555,0.001856424,0.003742066,0.001423882,0.00117778,0.0003188052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370552,"about_ca_system_score_gemma":0.0005920437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002458122,"about_ca_topic_score_gemma":0.002190162,"domain_scores_codex":[0.9966384,0.002048584,0.0001635696,0.0003666686,0.0004893164,0.000293328],"domain_scores_gemma":[0.9807125,0.01483853,0.001748409,0.001423029,0.0005768673,0.0007006957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008615276,0.0005331292,0.02830614,0.0002303588,0.0003274318,0.0004056736,0.003266616,0.02743113,0.002954977,0.8675478,0.001744998,0.06639021],"study_design_scores_gemma":[0.00008509529,0.0001394042,0.013913,0.00001553108,0.00005397006,0.0001192741,0.0007551963,0.06148296,0.0002416504,0.9225573,0.0006082797,0.00002829489],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9030074,0.000205927,0.08150882,0.001223884,0.00002909434,0.00008046187,0.0001401881,0.00006106906,0.01374318],"genre_scores_gemma":[0.9896188,0.000091127,0.008596038,0.00004957765,0.00002834445,0.00004251218,0.00006426111,0.000008874975,0.001500484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005597065,"threshold_uncertainty_score":0.02870446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05401656790607729,"score_gpt":0.3499207923018084,"score_spread":0.2959042243957312,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}