{"id":"W2101598251","doi":"10.7202/037657ar","title":"La triade : une stratégie de supervision à redéfinir!","year":2009,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.006091977,0.00024823,0.000293189,0.0001225015,0.0006414427,0.0001211605,0.0003628612,0.000547402,0.001069606],"category_scores_gemma":[0.001465306,0.0002907894,0.0001635235,0.00110761,0.0008482675,0.0005313357,0.00001210467,0.0005580808,0.0004023711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005054395,"about_ca_system_score_gemma":0.003179669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002388188,"about_ca_topic_score_gemma":0.0004831121,"domain_scores_codex":[0.9956399,0.002439416,0.0005022243,0.000454982,0.0003836611,0.0005798305],"domain_scores_gemma":[0.9967564,0.002176077,0.0002328157,0.0003200116,0.0002553719,0.0002593126],"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":[0.00001407578,0.0009213173,0.001158486,0.00004337476,0.00003949356,0.000002342874,0.3197852,0.0001254974,0.0003184628,0.4573832,0.04513795,0.1750706],"study_design_scores_gemma":[0.0007738988,0.0001769098,0.09049314,0.0001883523,0.00005392738,0.00001219786,0.1538652,0.0001083903,0.00006329956,0.09511743,0.6587124,0.0004348533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3012468,0.008049285,0.001796012,0.3963943,0.01701514,0.0004540683,0.00003301006,0.0001743716,0.274837],"genre_scores_gemma":[0.9652231,0.005425659,0.005484014,0.004006608,0.005154077,0.00003463041,0.0001055705,0.0000247602,0.01454163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6639763,"threshold_uncertainty_score":0.9999544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1495593010538649,"score_gpt":0.4530628391142547,"score_spread":0.3035035380603899,"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."}}