{"id":"W4416882619","doi":"10.7202/1121905ar","title":"Regard sur la coconstruction d’un dispositif visant à soutenir la pratique réflexive chez le personnel éducateur en service de garde scolaire et la réussite éducative en milieux défavorisés","year":2025,"lang":"fr","type":"article","venue":"Revue de psychoéducation","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal; Université Laval; Université du Québec en Outaouais","funders":"","keywords":"Service (business); Occupational training; School system; Continuing education","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004629289,0.000496791,0.0005035399,0.0002787961,0.0007245161,0.0003448404,0.0005361213,0.0007626531,0.0001101286],"category_scores_gemma":[0.001140079,0.0005914288,0.0002469188,0.001122272,0.0005978133,0.0006651192,0.00006800889,0.001172619,0.0001065887],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741017,"about_ca_system_score_gemma":0.0065288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007924159,"about_ca_topic_score_gemma":0.007440147,"domain_scores_codex":[0.9887919,0.008778495,0.0005491346,0.0008721642,0.000282409,0.0007258285],"domain_scores_gemma":[0.9961199,0.00205055,0.0004585753,0.0004971876,0.0005766847,0.0002971627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006113754,0.001019974,0.0173274,0.0005762741,0.0003015543,0.00000398052,0.8996521,0.00004022511,0.0004037248,0.03960321,0.01990059,0.02110978],"study_design_scores_gemma":[0.0006611554,0.00003788775,0.1828395,0.001080685,0.000270739,0.00007207299,0.601026,0.0001837754,0.0001803444,0.002666459,0.2104638,0.0005175647],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3999453,0.002717404,0.001938812,0.5613791,0.002830864,0.0008837309,0.00003689369,0.0001628646,0.03010502],"genre_scores_gemma":[0.9556135,0.00245242,0.002893327,0.003970912,0.001409208,0.0004568625,0.00007910516,0.00006514111,0.03305956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5574082,"threshold_uncertainty_score":0.9996537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03422666383840642,"score_gpt":0.3635362192866314,"score_spread":0.329309555448225,"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."}}