{"id":"W4287695270","doi":"","title":"Apprentissage par problématisation","year":2020,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Psychology; 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":[0.01174083,0.002371678,0.002657901,0.003408009,0.004127683,0.01125389,0.002805323,0.00365515,0.03015741],"category_scores_gemma":[0.03389101,0.0009473726,0.005163749,0.003937786,0.01184062,0.01555568,0.007702401,0.0111905,0.007912099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005020767,"about_ca_system_score_gemma":0.003266347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004925403,"about_ca_topic_score_gemma":0.001836891,"domain_scores_codex":[0.9793419,0.01332203,0.001075669,0.002419559,0.003159399,0.0006813563],"domain_scores_gemma":[0.9781097,0.01494027,0.0006135622,0.003211522,0.00286187,0.0002631307],"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":[0.00006248292,0.00005968499,0.000231323,0.000575227,0.00008272969,0.0002862935,0.002102552,0.002827493,0.0006798416,0.952224,0.01317678,0.02769158],"study_design_scores_gemma":[0.00005696479,0.00003650241,0.0003111283,0.0002706186,0.00003734438,0.0003105594,0.001072386,0.01071428,0.0009356383,0.8487875,0.1374309,0.00003619959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01994954,0.01185485,0.7850169,0.0435192,0.005852774,0.0004292855,0.001189499,0.001593739,0.1305942],"genre_scores_gemma":[0.4006579,0.022107,0.4561652,0.005446518,0.009861636,0.002055248,0.006494779,0.001891786,0.09531995],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03015741,"threshold_uncertainty_score":0.1008866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019216520201207,"score_gpt":0.3443434641585479,"score_spread":0.2424218121384273,"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."}}