{"id":"W2160350653","doi":"10.1016/s0165-4896(02)00022-7","title":"On the model dependence of majority preference relations reconstructed from ballot or survey data","year":2002,"lang":"en","type":"article","venue":"Mathematical Social Sciences","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Ballot; Preference; Survey data collection; Econometrics; Mathematical economics; Statistics; Mathematics; Political science; Voting; Law","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":[0.01945613,0.00077507,0.00220689,0.001664966,0.001073324,0.002940212,0.002713846,0.002418736,0.007801769],"category_scores_gemma":[0.1220332,0.001089207,0.002210652,0.001554967,0.003014131,0.00621805,0.001810944,0.003969292,0.0009639284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001928278,"about_ca_system_score_gemma":0.001219716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009084011,"about_ca_topic_score_gemma":0.0084937,"domain_scores_codex":[0.9944246,0.003758334,0.0001635936,0.0009127958,0.0003329274,0.000407824],"domain_scores_gemma":[0.847375,0.1346932,0.005529835,0.008558448,0.002664302,0.00117917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001377956,0.0002636428,0.0479763,0.0003500317,0.000681624,0.0005769036,0.001040186,0.3949249,0.002828184,0.5013207,0.008785705,0.03987387],"study_design_scores_gemma":[0.00008125821,0.00007990494,0.006527357,0.00005151588,0.0001028596,0.0001523638,0.0001402849,0.8059435,0.0006927794,0.1854544,0.0007202684,0.00005336326],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.637576,0.0009327088,0.349342,0.004221329,0.00007945209,0.0001312686,0.001435817,0.0003514939,0.005929856],"genre_scores_gemma":[0.9849815,0.0005862873,0.009555406,0.000344258,0.00008722507,0.00006642584,0.001147088,0.000111452,0.003120287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01945613,"threshold_uncertainty_score":0.1028951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.52330821283842,"score_gpt":0.3133289289670274,"score_spread":0.2099792838713926,"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."}}