{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.01442753,0.0002896233,0.0004590958,0.003562368,0.001553046,0.001118231,0.0005809719,0.00002976143,0.0002429494],"category_scores_gemma":[0.0044326,0.0002614614,0.0002722662,0.005277279,0.004376512,0.002864042,0.000155771,0.0009755839,0.00003499492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002127252,"about_ca_system_score_gemma":0.003472731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009189727,"about_ca_topic_score_gemma":0.001396123,"domain_scores_codex":[0.9930834,0.003940032,0.0008254967,0.0007332577,0.0009506962,0.0004671307],"domain_scores_gemma":[0.9954568,0.0007862219,0.0005713472,0.0002436925,0.002593149,0.0003487785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008590724,0.0006852177,0.003212966,0.00003167647,0.0008255905,0.000023386,0.8163026,0.0002036143,0.0003822804,0.1677966,0.001948748,0.008578771],"study_design_scores_gemma":[0.0001303752,0.0001311476,0.1087951,0.0005312272,0.0006225058,0.00004207821,0.8669405,0.0002003131,0.00003523375,0.002578246,0.01975019,0.0002431078],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8005852,0.1018934,0.00384588,0.06891061,0.007756397,0.0002244251,0.00001135156,0.00002419045,0.01674853],"genre_scores_gemma":[0.9692978,0.01839171,0.002769973,0.0002578608,0.0008948353,0.000009883192,0.000001050186,0.000019606,0.008357227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1687126,"threshold_uncertainty_score":0.9999838,"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."}}