{"id":"W2681970254","doi":"10.7202/1040050ar","title":"Les catégories juridiques et la qualification : une approche cognitive","year":2017,"lang":"fr","type":"article","venue":"McGill Law Journal","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Université Laval","funders":"","keywords":"Humanities; Philosophy; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008988102,0.0002513387,0.0003280306,0.00006994179,0.01461436,0.002439739,0.0003389356,0.0001355977,0.00098761],"category_scores_gemma":[0.0004066496,0.0002175159,0.0002641838,0.00001911339,0.001290421,0.0005026839,0.00008444216,0.0005440384,0.00009729772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004870424,"about_ca_system_score_gemma":0.00003681157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03395672,"about_ca_topic_score_gemma":0.05320161,"domain_scores_codex":[0.998409,0.0002738901,0.0004480687,0.0002334884,0.0003182704,0.0003173032],"domain_scores_gemma":[0.9977716,0.0002090661,0.0007219156,0.0002989267,0.0008241644,0.0001743121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000304882,0.0002099766,0.00008535902,0.0000507917,0.0003538984,0.00007950272,0.004978564,0.000004526969,0.000003144146,0.9778982,0.0008636995,0.01544187],"study_design_scores_gemma":[0.000374166,0.00007800943,0.0002720715,0.0003194948,0.0006470364,0.000046391,0.009682443,0.00005360314,0.0002127306,0.04229485,0.9457221,0.0002971138],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002314775,0.002347239,0.0002631574,0.009348338,0.001135072,0.00007674112,0.0005730049,0.00002322375,0.9839184],"genre_scores_gemma":[0.9724181,0.00243353,0.0002222422,0.000224872,0.003829683,0.000007240345,0.00004145677,0.00003581371,0.02078707],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9701033,"threshold_uncertainty_score":0.9999256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08395338748938169,"score_gpt":0.3679676200492846,"score_spread":0.2840142325599029,"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."}}