{"id":"W4322761733","doi":"10.3726/b20403","title":"Genre : didactique(s) et pratiques d'enseignement","year":2023,"lang":"fr","type":"preprint","venue":"Peter Lang Verlag eBooks","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Educational Research Association","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003308941,0.0003835633,0.0004161794,0.0001456248,0.0005660981,0.0001684436,0.0005222362,0.0005702717,0.0002864115],"category_scores_gemma":[0.0004604055,0.0004019698,0.0002668023,0.0001074805,0.0008045059,0.0001059944,0.0002477031,0.0008217569,0.0005748386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003624425,"about_ca_system_score_gemma":0.001084534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00141539,"about_ca_topic_score_gemma":0.002075183,"domain_scores_codex":[0.9960938,0.001592776,0.0005192225,0.0007056518,0.0005059086,0.0005826762],"domain_scores_gemma":[0.9973166,0.00145351,0.0003661342,0.0004364285,0.0002455332,0.0001817779],"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":[0.00000524621,0.00008139398,0.00190977,0.0001788539,0.0002398722,0.00001022379,0.2692627,0.0000190789,0.0000980497,0.714734,0.01031968,0.003141124],"study_design_scores_gemma":[0.000393953,0.0001554531,0.0657286,0.000740351,0.0002349159,0.000007234508,0.1209541,0.00005640419,0.000140507,0.04233877,0.7680504,0.001199286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2073505,0.0006103927,0.001049199,0.02244562,0.01359499,0.001308432,0.00016861,0.0008257468,0.7526466],"genre_scores_gemma":[0.6725674,0.0009088794,0.01116036,0.003779001,0.007256501,0.0007313621,0.0004429861,0.0001365232,0.303017],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7577308,"threshold_uncertainty_score":0.9998432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2707884015495842,"score_gpt":0.4605747802762998,"score_spread":0.1897863787267156,"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."}}