{"id":"W4394603379","doi":"10.7202/1110523ar","title":"Introduction au numéro thématique - Changements et interventions organisationnelles","year":2024,"lang":"fr","type":"article","venue":"Humain et Organisation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Université de Montréal; Université Laval; Université du Québec à Montréal","funders":"","keywords":"Psychological intervention; Medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005458034,0.0002601987,0.0002196005,0.0002510172,0.0009095712,0.0003843055,0.0002060487,0.0003099476,0.01109861],"category_scores_gemma":[0.0009178284,0.0003037125,0.0001813717,0.0007256187,0.0007212652,0.001269368,0.00004088904,0.0003397291,0.001492082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087863,"about_ca_system_score_gemma":0.0009264727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005400191,"about_ca_topic_score_gemma":0.001245454,"domain_scores_codex":[0.9959363,0.002075016,0.0005832246,0.0005672312,0.0004253133,0.0004128854],"domain_scores_gemma":[0.9982631,0.0009438432,0.0002129179,0.0002412744,0.0002223726,0.0001164889],"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":[0.000002119314,0.0002482168,0.0005213049,0.0002697369,0.0001106483,7.56937e-7,0.2604523,0.0000419495,0.0003806717,0.6971477,0.03750799,0.003316604],"study_design_scores_gemma":[0.0003258454,0.0001666094,0.01528053,0.0005911147,0.0002221591,0.00001554691,0.2524504,0.0003278922,0.0002885101,0.1170979,0.6126718,0.0005616896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1657098,0.006327959,0.05506491,0.6902816,0.05565361,0.001224868,0.000108979,0.0007183384,0.02490988],"genre_scores_gemma":[0.9392056,0.004237792,0.003383023,0.0008671505,0.02993526,0.0001077736,0.0008852477,0.00007524101,0.02130289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7734958,"threshold_uncertainty_score":0.9999415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2520818787014955,"score_gpt":0.4844698274948574,"score_spread":0.2323879487933619,"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."}}