{"id":"W4200572890","doi":"10.52358/mm.vi8.264","title":"Les acteurs de l’éducation au cœur du changement","year":2021,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Humanities; Political science; Art","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":[0.00905419,0.0006846592,0.0005633166,0.004312447,0.005377827,0.01301181,0.001406103,0.003668073,0.03187817],"category_scores_gemma":[0.0244867,0.0004291757,0.0008582269,0.003976674,0.008786136,0.009249818,0.006759614,0.004538639,0.005298363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007940961,"about_ca_system_score_gemma":0.009160344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006667965,"about_ca_topic_score_gemma":0.008470128,"domain_scores_codex":[0.9846079,0.007659132,0.0006642006,0.001316538,0.004464383,0.00128789],"domain_scores_gemma":[0.9696392,0.01968065,0.002105223,0.002294801,0.004205917,0.002074067],"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":[0.0002220004,0.0001293603,0.009232435,0.002368541,0.00007200095,0.0006463903,0.07841333,0.0004163777,0.001838892,0.5387144,0.06932666,0.2986195],"study_design_scores_gemma":[0.00001492669,0.000045352,0.006914369,0.001835238,0.00002925094,0.0003273423,0.0234064,0.0001527909,0.001211675,0.01864249,0.9473748,0.00004531175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08839047,0.09407708,0.01410243,0.1191386,0.008949216,0.0002890504,0.0007104731,0.0003853371,0.6739574],"genre_scores_gemma":[0.6527979,0.05782016,0.007606493,0.009002718,0.003377435,0.0004379671,0.0004733255,0.0004117421,0.2680722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03187817,"threshold_uncertainty_score":0.1066431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3638559059341115,"score_gpt":0.4794287991406319,"score_spread":0.1155728932065204,"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."}}