{"id":"W3025799542","doi":"10.37571/2020.0104","title":"La didactique : essentielle, mais menacée","year":2020,"lang":"fr","type":"article","venue":"Didactique","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Art","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001923763,0.0002624475,0.0003136142,0.0000504379,0.0005376328,0.000111464,0.0003915672,0.0005735332,0.002169529],"category_scores_gemma":[0.001662666,0.0003014614,0.000190458,0.0006478531,0.001411642,0.0005006705,0.00005567862,0.0007725446,0.0005342405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351369,"about_ca_system_score_gemma":0.0006936919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007078847,"about_ca_topic_score_gemma":0.00009822395,"domain_scores_codex":[0.9962183,0.002058989,0.0003724243,0.0004980867,0.0003169909,0.000535229],"domain_scores_gemma":[0.9963545,0.002640852,0.0002260134,0.000194228,0.0001817184,0.0004026766],"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":[0.00001128301,0.0002379879,0.007171472,0.0001210985,0.0001489363,0.00001277657,0.3153608,0.000017656,0.0002629905,0.6403929,0.02856815,0.007693983],"study_design_scores_gemma":[0.0002252359,0.00006203948,0.004932426,0.00005991206,0.00005403197,0.000006589843,0.1402158,0.00006245173,0.0003098635,0.005109015,0.8486156,0.0003469542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1666846,0.00329875,0.002294576,0.3979704,0.005855639,0.0004579974,0.00004634968,0.0002271772,0.4231645],"genre_scores_gemma":[0.9719046,0.004758278,0.001337949,0.005334137,0.006312133,0.00005943387,0.00003826641,0.00004342978,0.01021171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8200475,"threshold_uncertainty_score":0.9999437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1852867414759677,"score_gpt":0.4464697262143664,"score_spread":0.2611829847383986,"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."}}