{"id":"W3109249813","doi":"","title":"COMPLEXITÉ ET DÉFIS ASSOCIÉS AUX RÔLES DE CONSEILLER PÉDAGOGIQUE DES PALIERS D’ENSEIGNEMENT ÉLÉMENTAIRE ET SECONDAIRE","year":2016,"lang":"fr","type":"article","venue":"McGill Journal of Education / Revue des sciences de l'éducation de McGill","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"French; Political science; Library science; Pedagogy; Sociology; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03056098,0.0004708982,0.0004628642,0.002979182,0.01413081,0.01465531,0.002266674,0.00292086,0.005799359],"category_scores_gemma":[0.04963632,0.0007642738,0.0003421238,0.003453003,0.023314,0.007903485,0.00737484,0.003488828,0.0007092164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04919079,"about_ca_system_score_gemma":0.07342632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.414386,"about_ca_topic_score_gemma":0.5690823,"domain_scores_codex":[0.9636517,0.01600479,0.002066856,0.0033257,0.009628611,0.0053224],"domain_scores_gemma":[0.9440001,0.02461766,0.007396169,0.002482263,0.01399643,0.007507292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005712722,0.00004197668,0.04375641,0.0004689558,0.00001722923,0.001183405,0.8619565,0.0002378102,0.001063864,0.04238128,0.003990529,0.04484495],"study_design_scores_gemma":[0.00001733594,0.00006435372,0.08741166,0.000853691,0.00002125101,0.0006403528,0.7928534,0.0004797572,0.0005462138,0.00743105,0.1096013,0.00007974349],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8139682,0.004018874,0.01142735,0.04635785,0.0002934836,0.0003304205,0.0001390958,0.0001116659,0.1233531],"genre_scores_gemma":[0.9839215,0.001015925,0.002416717,0.0007111194,0.00002064816,0.00009055771,0.00003860355,0.0000324258,0.01175252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.414386,"threshold_uncertainty_score":0.823948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3153990557752322,"score_gpt":0.48119072954223,"score_spread":0.1657916737669978,"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."}}