{"id":"W2969455079","doi":"10.4000/ries.7474","title":"Les concepts de « Collaborative professionalism » et « Leading from the Middle » à une époque de changements complexes de politiques éducatives","year":2019,"lang":"fr","type":"article","venue":"Revue internationale d éducation de Sèvres","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.007907213,0.0007237155,0.0004445299,0.003026137,0.007792694,0.01504642,0.001651029,0.004164555,0.009186148],"category_scores_gemma":[0.008431136,0.0003262612,0.0007754125,0.003546446,0.03987821,0.008485765,0.006036766,0.006477857,0.001536797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01293801,"about_ca_system_score_gemma":0.01219893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01866254,"about_ca_topic_score_gemma":0.01369589,"domain_scores_codex":[0.9893281,0.00576652,0.0003071998,0.001352254,0.002224791,0.001021104],"domain_scores_gemma":[0.9942624,0.002545837,0.0009183744,0.0008795207,0.0007300187,0.0006638932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006053932,0.000006628526,0.000173983,0.00003057627,0.000002008821,0.00001734268,0.006868865,0.00008873539,0.00003100493,0.9845015,0.0013762,0.006897038],"study_design_scores_gemma":[0.00002367651,0.00003195474,0.001961283,0.0002855024,0.00001215583,0.000129219,0.009112529,0.0006555042,0.0002724592,0.5649588,0.4225323,0.00002452638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03762015,0.01540047,0.06321307,0.07287642,0.001497426,0.0001562947,0.0001270522,0.0002105122,0.8088986],"genre_scores_gemma":[0.8656615,0.007126871,0.01783111,0.005520734,0.0008640172,0.000364909,0.00009866609,0.0001377914,0.1023943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01866254,"threshold_uncertainty_score":0.09387225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4912815301781215,"score_gpt":0.5422212185437714,"score_spread":0.05093968836564983,"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."}}