{"id":"W3014621842","doi":"10.4000/books.psorbonne.54612","title":"Codification ou compilation ?","year":2019,"lang":"fr","type":"book-chapter","venue":"Éditions de la Sorbonne eBooks","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Computer science","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":[0.00652503,0.001518359,0.001145026,0.002504504,0.00179945,0.01227576,0.004016713,0.002501731,0.04539773],"category_scores_gemma":[0.0252942,0.0009804599,0.001319872,0.004003087,0.008171608,0.02118134,0.008500268,0.004308295,0.02366691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002892457,"about_ca_system_score_gemma":0.005220594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193648,"about_ca_topic_score_gemma":0.005750803,"domain_scores_codex":[0.9920888,0.002455466,0.0008686314,0.002115534,0.001682788,0.0007887448],"domain_scores_gemma":[0.986499,0.004077992,0.0007651338,0.006251496,0.001998205,0.0004082347],"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":[0.0001619772,0.00002875839,0.001009457,0.0007640019,0.00003358219,0.0003211412,0.004505428,0.0007990221,0.002011276,0.714597,0.06899969,0.2067686],"study_design_scores_gemma":[0.00002427997,0.00002730118,0.000296811,0.0007044913,0.00002574201,0.0003637322,0.001455415,0.001474762,0.00257286,0.1224099,0.8705905,0.00005416249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01087653,0.007051985,0.4954278,0.02211943,0.006495701,0.000557198,0.003522633,0.02238742,0.4315613],"genre_scores_gemma":[0.2348557,0.008730696,0.4081212,0.01260604,0.004141784,0.001502985,0.01150826,0.03340108,0.2851322],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04539773,"threshold_uncertainty_score":0.1518705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2047952656875552,"score_gpt":0.419546270791407,"score_spread":0.2147510051038518,"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."}}