{"id":"W4414695986","doi":"10.26443/mje/rsem.v59i2.10217","title":"L’agentivité de personnes conseillères pédagogiques dans une communauté de pratique en réseau","year":2025,"lang":"fr","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Qualitative analysis; Context (archaeology); Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008886172,0.0003720486,0.0004678716,0.001638147,0.007183734,0.00805848,0.0009392062,0.001618799,0.006270452],"category_scores_gemma":[0.02001154,0.0004179055,0.0005119963,0.001018636,0.01037018,0.004363867,0.005334583,0.003116858,0.0008727899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00525534,"about_ca_system_score_gemma":0.007280529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01917029,"about_ca_topic_score_gemma":0.01870532,"domain_scores_codex":[0.9839208,0.01018131,0.0005138098,0.00122932,0.00283743,0.001317385],"domain_scores_gemma":[0.9831876,0.006745855,0.002449628,0.001231745,0.003327506,0.003057729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004617705,0.0001126355,0.02491223,0.0001323864,0.00003628124,0.0005628248,0.93588,0.0001007186,0.002008465,0.0148294,0.001135143,0.02024373],"study_design_scores_gemma":[0.0000235381,0.0002006228,0.04655721,0.0003078855,0.00004523755,0.001098034,0.8354939,0.0003957227,0.001212855,0.00761021,0.106941,0.0001138167],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335766,0.001000748,0.007706985,0.00508948,0.0001385681,0.0001406308,0.00004869582,0.0000735172,0.05222479],"genre_scores_gemma":[0.9882597,0.0003580801,0.001460634,0.0004197106,0.00001730434,0.00008183447,0.00001891779,0.00002211288,0.009361745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01917029,"threshold_uncertainty_score":0.04699516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4961345463948232,"score_gpt":0.5205626239937847,"score_spread":0.02442807759896148,"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."}}