{"id":"W1998139205","doi":"10.1111/1540-5982.00136","title":"A model of evidence production and optimal standard of proof and penalty in criminal trials","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Acquittal; Conviction; Reasonable doubt; Law; Production (economics); Criminal procedure; Economics; Actuarial science; Political science; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006497802,0.001904116,0.002799654,0.001787035,0.001660872,0.006893819,0.004186766,0.007502166,0.018874],"category_scores_gemma":[0.02814402,0.001948236,0.001853882,0.00205922,0.006146971,0.006821635,0.002743654,0.004960037,0.00274887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00653198,"about_ca_system_score_gemma":0.004250482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01495261,"about_ca_topic_score_gemma":0.007094662,"domain_scores_codex":[0.9953548,0.002018074,0.0002560377,0.0009119321,0.0005310352,0.0009281693],"domain_scores_gemma":[0.9688231,0.02476337,0.002313009,0.0008701193,0.001838718,0.001391655],"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":[0.0003440859,0.0001520639,0.001168645,0.0001827215,0.0000466932,0.0006141614,0.0003415145,0.4443067,0.001016848,0.5412211,0.002318214,0.008287243],"study_design_scores_gemma":[0.0002268814,0.0001755773,0.0007652689,0.00008810237,0.00004209368,0.0001536034,0.000121969,0.6754258,0.0002769717,0.3203403,0.002290248,0.00009311306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1730742,0.00307545,0.7129929,0.01578374,0.0004062092,0.0006194148,0.00298402,0.0006465713,0.09041749],"genre_scores_gemma":[0.8365812,0.002279225,0.0566298,0.0006484563,0.0002665226,0.0009529199,0.0007959614,0.0002055326,0.1016405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.018874,"threshold_uncertainty_score":0.0631398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4394301385301838,"score_gpt":0.2324491535098383,"score_spread":0.2069809850203455,"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."}}