{"id":"W7128731854","doi":"10.7202/1123115ar","title":"Outiller les futures et les nouvelles personnes enseignantes pour mieux cultiver leur bien-être, sans occulter l’importance des conditions d’entrée dans la profession","year":2025,"lang":"fr","type":"article","venue":"Nouveaux cahiers de la recherche en éducation","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Context (archaeology); Face (sociological concept); Raising (metalworking)","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":[0.008431048,0.0004250669,0.000425434,0.001241728,0.00767801,0.006320132,0.001005383,0.001952263,0.02161812],"category_scores_gemma":[0.01480278,0.0004286168,0.0006788902,0.0008434288,0.007473596,0.007024609,0.005577833,0.003280799,0.003494981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003603933,"about_ca_system_score_gemma":0.01408503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01534579,"about_ca_topic_score_gemma":0.04313454,"domain_scores_codex":[0.9946425,0.002672595,0.0001882943,0.0005198709,0.001198332,0.0007785023],"domain_scores_gemma":[0.9896786,0.003330735,0.001471557,0.001058465,0.001732173,0.002728464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002659714,0.00072467,0.09855669,0.001018762,0.0001044411,0.0009767323,0.4963125,0.000386779,0.006952677,0.1555097,0.01337847,0.2258126],"study_design_scores_gemma":[0.00004585613,0.0005986636,0.1445219,0.002256891,0.00006946596,0.00123707,0.3966728,0.0006095688,0.002460727,0.0640829,0.3872828,0.0001614183],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7058298,0.008296066,0.0258068,0.06172265,0.001482276,0.0004115504,0.0002945786,0.0001396883,0.1960167],"genre_scores_gemma":[0.9348101,0.003255185,0.01013846,0.002953486,0.0001349384,0.0002690914,0.000111523,0.00004496154,0.0482823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02161812,"threshold_uncertainty_score":0.07231987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08596333894242124,"score_gpt":0.4512200727412344,"score_spread":0.3652567337988131,"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."}}