{"id":"W4307544906","doi":"10.51657/ric.v6i3.51687","title":"Les interactions entre la pédagogie critique et la théorie socioculturelle de l'activité comme cadre d'analyse de l'innovation des pratiques enseignantes","year":2022,"lang":"fr","type":"article","venue":"Revue internationale du CRIRES innover dans la tradition de Vygotsky","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001885907,0.0003308474,0.0002944533,0.0003348582,0.001287941,0.0003712855,0.0005593986,0.0002148731,0.002374779],"category_scores_gemma":[0.0007282942,0.0003867342,0.0002520666,0.0007168863,0.000769488,0.0009754372,0.0001428536,0.001002807,0.00001216495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003230442,"about_ca_system_score_gemma":0.000998602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003050822,"about_ca_topic_score_gemma":0.001127739,"domain_scores_codex":[0.9952775,0.00256837,0.0006316893,0.0004426877,0.0006481642,0.000431569],"domain_scores_gemma":[0.9963648,0.002622652,0.0004300008,0.0002001002,0.0002603546,0.0001220499],"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":[0.00002607143,0.001489262,0.08396573,0.00007876697,0.0003537458,0.00008914948,0.06933017,0.001676423,0.001530551,0.8303546,0.007313253,0.003792233],"study_design_scores_gemma":[0.0008313366,0.0001171136,0.21712,0.00041267,0.0002519701,0.0008336958,0.1069862,0.001568615,0.0009505752,0.1441175,0.5261021,0.0007083009],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8386723,0.0005281045,0.01175708,0.04387754,0.0007087689,0.0003109092,0.0010247,0.0001122587,0.1030083],"genre_scores_gemma":[0.9584056,0.001754428,0.001596779,0.001876382,0.0006289402,0.0003486217,0.0005022034,0.00005229623,0.03483482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6862372,"threshold_uncertainty_score":0.9998584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05444521131755317,"score_gpt":0.3630299543264557,"score_spread":0.3085847430089025,"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."}}