{"id":"W4413942106","doi":"10.4000/14kwk","title":"Engagement étudiant et pratiques pédagogiques enseignantes dans des modalités de cours hybrides : étude mixte des interrelations sur une session universitaire","year":2025,"lang":"fr","type":"article","venue":"Revue internationale de pédagogie de l’enseignement supérieur","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Art","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":[0.01190118,0.0006891362,0.001072639,0.002194835,0.003703878,0.008511186,0.001278071,0.001433652,0.01418605],"category_scores_gemma":[0.02412352,0.0006582748,0.0009756251,0.003408915,0.002794427,0.004996895,0.007216898,0.002055926,0.001957965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005578698,"about_ca_system_score_gemma":0.004867089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054692,"about_ca_topic_score_gemma":0.01307544,"domain_scores_codex":[0.986181,0.007800231,0.0005984379,0.001982517,0.002383214,0.001054715],"domain_scores_gemma":[0.9771244,0.01392593,0.001873218,0.0013856,0.004162202,0.001528625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008477521,0.0005052482,0.1009574,0.002284014,0.000324861,0.0006839232,0.7045807,0.001934471,0.01084537,0.02804823,0.002323271,0.1466648],"study_design_scores_gemma":[0.00008240079,0.0008315425,0.2800426,0.001225444,0.0003170464,0.0004342017,0.5972468,0.005682324,0.007840956,0.0175358,0.08843371,0.0003272478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9214892,0.0009023483,0.04333071,0.0008097368,0.0001039903,0.0008442501,0.0007410609,0.000252315,0.03152646],"genre_scores_gemma":[0.9683755,0.0004188813,0.01480114,0.0001609039,0.00002801666,0.001821383,0.0003776776,0.0001203616,0.01389614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01418605,"threshold_uncertainty_score":0.06294018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07061034404331523,"score_gpt":0.3805830504160269,"score_spread":0.3099727063727116,"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."}}