{"id":"W3025747533","doi":"10.7202/1069773ar","title":"LE CONSEILLER PÉDAGOGIQUE EN TANT QU’AGENT DE CHANGEMENT : COMPÉTENCES ET LEADERSHIP TRANSFORMATIONNEL","year":2020,"lang":"fr","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science; Humanities; Sociology; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004582485,0.0003282671,0.0002527452,0.001189823,0.005659533,0.00716714,0.0006476855,0.001323768,0.006013532],"category_scores_gemma":[0.006128515,0.0002119593,0.0002450085,0.001055818,0.0106521,0.003406317,0.003483525,0.002207093,0.001036884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01377916,"about_ca_system_score_gemma":0.03531515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.117639,"about_ca_topic_score_gemma":0.2070311,"domain_scores_codex":[0.993965,0.002802263,0.0001692223,0.0003689296,0.001575596,0.001119053],"domain_scores_gemma":[0.9942536,0.001585493,0.0006150005,0.0002339855,0.001449221,0.001862721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005851521,0.0002586411,0.03575232,0.0005657288,0.00002091315,0.0008722139,0.3828782,0.0004891412,0.002737319,0.3743474,0.01662754,0.1853922],"study_design_scores_gemma":[0.00003588202,0.0001922663,0.08159358,0.001032852,0.00002527417,0.0006531219,0.3218026,0.0009622588,0.002350333,0.05092715,0.5403473,0.00007733991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3481229,0.008197942,0.01753163,0.05437161,0.0005977593,0.0002545439,0.00006272938,0.0001377742,0.5707231],"genre_scores_gemma":[0.9554512,0.001828257,0.002314724,0.0009822021,0.00003622597,0.00005789314,0.00002054351,0.00002463504,0.03928429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.117639,"threshold_uncertainty_score":0.2339085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6726229137478139,"score_gpt":0.4598476589720737,"score_spread":0.2127752547757402,"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."}}