{"id":"W2296005584","doi":"10.7202/1034493ar","title":"Les facteurs de stress reconnus comme sources de l’abandon de la profession enseignante au secondaire au Québec","year":2016,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi; Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Art","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005760904,0.0002733459,0.0002913487,0.0001103023,0.001618618,0.0000749746,0.0003827203,0.0005567896,0.0009151686],"category_scores_gemma":[0.002149824,0.0002433184,0.0001486185,0.0002810424,0.001827492,0.0004343182,0.00003135868,0.0004354373,0.0001144469],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003766948,"about_ca_system_score_gemma":0.0163023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2462297,"about_ca_topic_score_gemma":0.1166323,"domain_scores_codex":[0.9937196,0.004345826,0.0004560418,0.0004163541,0.0002417835,0.0008204418],"domain_scores_gemma":[0.9929569,0.005823463,0.0004128965,0.0002636677,0.0002288895,0.0003141212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001581527,0.000275744,0.3465987,0.00009265466,0.00004719328,9.933218e-7,0.5623862,0.00001729071,0.0003355815,0.01284218,0.002576282,0.07481138],"study_design_scores_gemma":[0.000764154,0.00006521948,0.5055534,0.0009021752,0.00004705871,0.00001623986,0.3528338,0.00001913426,0.0007628657,0.005967589,0.1326685,0.0003998614],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026959,0.001963878,0.001695984,0.06937741,0.005852657,0.0002749801,0.00008176779,0.00009024411,0.01796716],"genre_scores_gemma":[0.9751795,0.001491306,0.0005848084,0.000995628,0.003101433,0.0001231307,0.00003964414,0.000043197,0.01844135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2095524,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1477287705853789,"score_gpt":0.4266802028664541,"score_spread":0.2789514322810752,"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."}}