{"id":"W2249004299","doi":"10.7202/1030354ar","title":"La formation documentaire dans les bibliothèques collégiales : état de la question et enquête","year":2015,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Sherbrooke","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002900077,0.0005265272,0.0003777317,0.003180292,0.000291252,0.05163472,0.0005460537,0.0003802432,0.0003760807],"category_scores_gemma":[0.0004724594,0.0004726024,0.0001774827,0.005880807,0.0004873175,0.1475767,0.0002993445,0.0004284281,0.0001187156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014336,"about_ca_system_score_gemma":0.0009403887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009181481,"about_ca_topic_score_gemma":0.001989467,"domain_scores_codex":[0.9942461,0.002923832,0.0007504256,0.0005670534,0.0008928211,0.0006197997],"domain_scores_gemma":[0.9970852,0.0008471679,0.0004996011,0.0004112381,0.0005741981,0.0005826608],"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":[0.00008861752,0.0004074204,0.003798301,0.000203893,0.00008075876,0.0001304465,0.04346333,0.0008843653,0.003772652,0.8166643,0.1179414,0.01256454],"study_design_scores_gemma":[0.003271338,0.001176595,0.02341281,0.001349077,0.0001556075,0.001524507,0.007225554,0.007862413,0.03538674,0.2030887,0.7140096,0.001537001],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1830473,0.02686438,0.465002,0.02298202,0.001634032,0.001280078,0.0001459232,0.001129515,0.2979147],"genre_scores_gemma":[0.9436523,0.02649977,0.01172166,0.00259621,0.0002540326,0.00009357449,0.0002206922,0.00005646053,0.01490528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.760605,"threshold_uncertainty_score":0.9997725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.125097759075628,"score_gpt":0.3981929934274898,"score_spread":0.2730952343518618,"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."}}