{"id":"W3199782640","doi":"10.7202/1079556ar","title":"Changement, incertitude et gestion en éducation","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","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":[0.00315097,0.0003048399,0.0002708358,0.001274888,0.003023373,0.006376352,0.0008284213,0.001184825,0.006891184],"category_scores_gemma":[0.005971306,0.0001777578,0.0003684439,0.001808808,0.01467328,0.004508153,0.004516097,0.001974398,0.0005717381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004839525,"about_ca_system_score_gemma":0.003915562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009602439,"about_ca_topic_score_gemma":0.008689017,"domain_scores_codex":[0.9960604,0.002261837,0.0001429753,0.0004294813,0.0006509378,0.000454378],"domain_scores_gemma":[0.995792,0.002384307,0.0005993858,0.0005202427,0.0003592306,0.0003448384],"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":[0.00007392285,0.0001140379,0.01787737,0.0003245671,0.00002789892,0.000553923,0.2383249,0.001382816,0.001300142,0.6794945,0.001367742,0.05915822],"study_design_scores_gemma":[0.00004309931,0.000269163,0.05822765,0.0009292496,0.00005952261,0.0008942372,0.2727703,0.002653759,0.002519409,0.3327581,0.328775,0.0001005973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5867574,0.003981771,0.02772487,0.0162136,0.0001687636,0.0001384582,0.0001207584,0.0001026802,0.3647916],"genre_scores_gemma":[0.9859542,0.0008186402,0.001716853,0.0002732948,0.00002382216,0.00004110393,0.00002443868,0.00001813365,0.01112946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009602439,"threshold_uncertainty_score":0.03511339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1610130713677598,"score_gpt":0.4775179100037083,"score_spread":0.3165048386359485,"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."}}