{"id":"W2287383714","doi":"10.2139/ssrn.2500777","title":"Voting Rules in a Changing Environment","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Voting; Computer science; Political science; Law; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006407516,0.0001049085,0.0002357535,0.0004039665,0.0001242198,0.000044328,0.0001840967,0.00005446406,0.0000558789],"category_scores_gemma":[0.00008695992,0.0001155881,0.0000776519,0.0001252448,0.00001829738,0.0001161681,0.0000300292,0.0007777429,0.0005509365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005187499,"about_ca_system_score_gemma":0.00003895017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003161159,"about_ca_topic_score_gemma":0.00003982834,"domain_scores_codex":[0.9977116,0.00005395915,0.0004395015,0.0001887145,0.00003189205,0.00157432],"domain_scores_gemma":[0.9995233,0.00004253479,0.0002761178,0.0001123642,0.00000371007,0.00004198341],"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":[0.000005242089,0.00002161654,0.02412167,0.000004754452,0.00001883281,6.384693e-7,0.0003204745,0.000226737,0.00001581426,0.9715881,0.000001871777,0.003674219],"study_design_scores_gemma":[0.0007470918,0.000145624,0.003148058,0.0000458183,0.00000341772,0.0001376164,0.0009107362,0.005143047,0.00002157109,0.9800545,0.009379788,0.0002627161],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344206,0.003001442,0.05343642,0.0003163333,0.0002430808,0.00007890513,0.000002050931,0.00001988172,0.008481257],"genre_scores_gemma":[0.9974343,0.0003113424,0.00008352089,0.00005228791,0.0002997149,0.000004150694,0.00000110421,0.00001891635,0.001794722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06301361,"threshold_uncertainty_score":0.7081358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094743005341369,"score_gpt":0.1849836240557669,"score_spread":0.1740361940023532,"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."}}