{"id":"W2916286479","doi":"10.4000/dse.2476","title":"Problématisation et dispositif d’enseignement/apprentissage","year":2018,"lang":"fr","type":"article","venue":"Les dossiers des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Philosophy","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":[0.01304005,0.0007669821,0.0006321725,0.004164077,0.006619787,0.01281592,0.001718076,0.00284215,0.01288186],"category_scores_gemma":[0.03382256,0.000462375,0.0009982816,0.005642594,0.01632053,0.0152276,0.006828678,0.004572023,0.001422375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009678558,"about_ca_system_score_gemma":0.01051791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01748986,"about_ca_topic_score_gemma":0.01429247,"domain_scores_codex":[0.9847211,0.008101593,0.001128466,0.00177273,0.002974486,0.001301638],"domain_scores_gemma":[0.9652519,0.02178067,0.004164792,0.002893578,0.00456005,0.001349029],"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":[0.00005747847,0.0000927863,0.03493696,0.0005324584,0.00005177171,0.0004411188,0.1552474,0.0008814656,0.0004223302,0.7633668,0.002878467,0.04109097],"study_design_scores_gemma":[0.00002734061,0.0001628609,0.05924027,0.00177585,0.00009131223,0.001032787,0.2458111,0.002483855,0.001168471,0.3662283,0.3218322,0.0001456502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4296859,0.01015426,0.1154436,0.04494139,0.0005916678,0.0006222128,0.0007211706,0.0002379644,0.3976017],"genre_scores_gemma":[0.9581011,0.003941575,0.01617056,0.001001245,0.0001075187,0.0004199329,0.0003759187,0.0001090986,0.01977309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01748986,"threshold_uncertainty_score":0.07022315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4353866303533182,"score_gpt":0.5177354138715078,"score_spread":0.08234878351818958,"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."}}