{"id":"W1971548033","doi":"10.7202/042522ar","title":"Une analyse quantitative de la doctrine en droit civil québécois","year":2005,"lang":"en","type":"article","venue":"Les Cahiers de droit","topic":"Legal and Social Philosophy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Doctrine; Political science; Law; Minor (academic); Law and economics; Humanities; Philosophy; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001150213,0.0001465465,0.0002587874,0.0001113216,0.0006258202,0.000110909,0.00036619,0.0003570284,0.0001518788],"category_scores_gemma":[0.0005301864,0.0001617152,0.0001936659,0.0006821288,0.0009792715,0.0002623177,0.0000261516,0.0005269772,0.0001059391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486515,"about_ca_system_score_gemma":0.0003994178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09358267,"about_ca_topic_score_gemma":0.1414999,"domain_scores_codex":[0.9981644,0.0004992928,0.0002114259,0.0002518003,0.0003615756,0.0005115784],"domain_scores_gemma":[0.998809,0.0006075338,0.00009540317,0.0001566868,0.000067311,0.0002640838],"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":[0.00002845373,0.00007787634,0.001843569,0.000007454113,0.0000883761,0.00003743976,0.139963,0.00008798204,0.0002517194,0.8497565,0.0007477776,0.007109917],"study_design_scores_gemma":[0.0007638875,0.0001032436,0.01086758,0.00002760698,0.0001704955,0.00000565596,0.02849,0.0002479141,0.0003778533,0.6729686,0.2854041,0.0005730989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6680962,0.0003101469,0.001324952,0.008051908,0.00006879091,0.0001377947,0.00001401505,0.0001469307,0.3218493],"genre_scores_gemma":[0.9864762,0.0001985235,0.001769662,0.001561962,0.0008110574,0.00001531941,0.00000660293,0.00001941852,0.009141223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3183801,"threshold_uncertainty_score":0.9124532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009632720753373706,"score_gpt":0.2896780740636577,"score_spread":0.280045353310284,"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."}}