{"id":"W2765604597","doi":"","title":"Bayesian inference and model comparison for random choice structures","year":2013,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Inference; Axiom; Bayesian inference; Bayesian probability; Conjugate prior; Class (philosophy); Joint probability distribution; Mathematics; Computer science; Posterior probability; Prior probability; Econometrics; Mathematical economics; Statistics; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1028359,0.001521443,0.003671373,0.00476486,0.001818173,0.004672808,0.004729209,0.00312693,0.007955151],"category_scores_gemma":[0.3096756,0.001417766,0.003412715,0.003593628,0.006628947,0.008407506,0.005137476,0.006587206,0.0005108329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005638299,"about_ca_system_score_gemma":0.002919193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00450268,"about_ca_topic_score_gemma":0.00452266,"domain_scores_codex":[0.8550765,0.1311532,0.001701651,0.004852413,0.006090565,0.001125568],"domain_scores_gemma":[0.5513887,0.4250787,0.007634614,0.01122167,0.003483944,0.001192442],"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":[0.0002898944,0.0001419516,0.002281172,0.0001996801,0.0005730078,0.00006469581,0.0003104731,0.1243503,0.0001341954,0.849561,0.001275081,0.02081839],"study_design_scores_gemma":[0.00006284758,0.00004476948,0.0003805527,0.00003625522,0.00003822754,0.00001612311,0.00003149455,0.2952582,0.00009581602,0.7034596,0.0005567002,0.00001946311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03728958,0.0005733384,0.955237,0.001614949,0.00007067186,0.0001769899,0.0002239404,0.0001406752,0.004672711],"genre_scores_gemma":[0.6539265,0.0006927134,0.3405907,0.00074881,0.0002140452,0.001156187,0.0007519701,0.0001392242,0.001779825],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1028359,"threshold_uncertainty_score":0.543855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08881758202042353,"score_gpt":0.425511058224314,"score_spread":0.3366934762038905,"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."}}