{"id":"W4402666046","doi":"10.46827/ejae.v9i2.5547","title":"L’ANALYSE DIDACTIQUE À L’ENSEIGNEMENT SCIENTIFIQUE : DESCRIPTIONS ET PERSPECTIVES / DIDACTIC ANALYSIS IN SCIENCE TEACHING: DESCRIPTIONS AND PERSPECTIVES","year":2024,"lang":"fr","type":"article","venue":"European Journal of Alternative Education Studies","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Association Québécoise des Enseignantes et des Enseignants du Primaire","funders":"","keywords":"Sociology; Mathematics education; Psychology","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":[0.01600345,0.000737573,0.0004900117,0.004815871,0.005409003,0.01534385,0.00141006,0.003505773,0.004575741],"category_scores_gemma":[0.0130643,0.0004535003,0.0006715632,0.005145,0.03220683,0.008455836,0.005406,0.006677253,0.0009296891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01395436,"about_ca_system_score_gemma":0.00948604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008725664,"about_ca_topic_score_gemma":0.006683307,"domain_scores_codex":[0.9800538,0.01451193,0.0005701926,0.0008331278,0.003317706,0.0007133188],"domain_scores_gemma":[0.9737985,0.01998988,0.0009644444,0.001264278,0.002908599,0.001074209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001752832,0.00002738933,0.0003933338,0.000332115,0.000006591268,0.0002304174,0.05257097,0.0003972461,0.0006971118,0.914088,0.004003287,0.02723604],"study_design_scores_gemma":[0.00001118508,0.00003143541,0.000999986,0.001119243,0.000008920077,0.0006215948,0.05494285,0.001287563,0.001991413,0.178982,0.7599601,0.00004373257],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04209239,0.0622929,0.3449264,0.09898556,0.003566329,0.00033846,0.0001750779,0.0003018705,0.4473209],"genre_scores_gemma":[0.8029749,0.03427811,0.07782836,0.00666378,0.001815123,0.000887806,0.0001827993,0.0004911617,0.074878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01600345,"threshold_uncertainty_score":0.1012464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1621666774728623,"score_gpt":0.4484513595580347,"score_spread":0.2862846820851724,"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."}}