{"id":"W2771519634","doi":"","title":"Expérimentation d'un modèle d'enseignement en vue d'améliorer les stratégies d'apprentissage d'étudiantes et d'étudiants engagés dans un curriculum en apprentissage par problèmes.","year":2009,"lang":"fr","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Humanities; Sociology; Pedagogy; 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","sts"],"consensus_categories":[],"category_scores_codex":[0.001110834,0.0004052407,0.0005002846,0.0001440138,0.001679395,0.00006102274,0.001070956,0.000332744,0.0003727008],"category_scores_gemma":[0.0001404159,0.0003770935,0.0004661549,0.0007942657,0.001502771,0.000891793,0.0002665464,0.0004632949,0.000026205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195456,"about_ca_system_score_gemma":0.0005341973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877946,"about_ca_topic_score_gemma":0.007517665,"domain_scores_codex":[0.9961963,0.001459419,0.0005446959,0.000557561,0.0007625608,0.000479411],"domain_scores_gemma":[0.9985352,0.000252818,0.0003327553,0.0003732739,0.0002955908,0.0002104271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001520431,0.008783346,0.02056574,0.002591178,0.001181719,0.00004494606,0.3402395,0.02643281,0.09097669,0.3671342,0.007408383,0.1344894],"study_design_scores_gemma":[0.003517955,0.0005641512,0.6904387,0.00814484,0.001511788,0.00004772057,0.1020318,0.004241832,0.1329914,0.009382186,0.04569438,0.001433224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8334488,0.02643244,0.06928772,0.006152092,0.002498255,0.001464642,0.000128987,0.00008847751,0.06049856],"genre_scores_gemma":[0.9527743,0.004761912,0.03766761,0.00002279028,0.0002193134,0.000004089236,0.00003959252,0.00001654384,0.004493828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.669873,"threshold_uncertainty_score":0.9998681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978050965545211,"score_gpt":0.2652373592415126,"score_spread":0.2454568495860605,"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."}}