{"id":"W3000220447","doi":"10.7202/1066453ar","title":"L’intervention éducative en sciences humaines et sociales au primaire à travers les zones d’ombre des discours sur les pratiques d’enseignement","year":2019,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Sociology; 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","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.008448859,0.0004444929,0.0004682814,0.0002445184,0.003002439,0.0002603488,0.0005462074,0.0004168994,0.001777736],"category_scores_gemma":[0.001411007,0.0004614149,0.0003189206,0.0008391158,0.006597396,0.001468709,0.00005892549,0.0004891838,0.0001488441],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001869833,"about_ca_system_score_gemma":0.007894649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02118246,"about_ca_topic_score_gemma":0.02771301,"domain_scores_codex":[0.9926248,0.004426831,0.0007445228,0.0007949005,0.0006932231,0.0007157303],"domain_scores_gemma":[0.9951008,0.003005483,0.0007386233,0.0002679017,0.0007224355,0.0001647647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006561424,0.0008154085,0.03382806,0.000303033,0.0001150057,2.695494e-7,0.4841577,0.0001012051,0.0001113808,0.4614194,0.002787536,0.01635446],"study_design_scores_gemma":[0.0004390077,0.0002367392,0.2764327,0.0006402913,0.00006363147,0.000002761353,0.6729397,0.0000373757,0.00006023165,0.03239748,0.01630079,0.0004492952],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8488895,0.003944043,0.001380861,0.07496846,0.0107116,0.0008826274,0.0000660205,0.0001136157,0.05904322],"genre_scores_gemma":[0.9740819,0.004160336,0.005059766,0.0005286948,0.002230215,0.0001891094,0.0002052318,0.00004651729,0.01349818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4290219,"threshold_uncertainty_score":0.9997838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1532822688909313,"score_gpt":0.4439897736663952,"score_spread":0.2907075047754639,"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."}}