{"id":"W1142014481","doi":"10.71781/5924","title":"Analyse de l'attrition des enseignants au Québec","year":2012,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003351462,0.000280405,0.0004827246,0.001734834,0.006141068,0.00210959,0.001295191,0.0005024825,0.005896181],"category_scores_gemma":[0.008693902,0.0002706672,0.0003230969,0.004051795,0.001296214,0.0007113571,0.00146939,0.0009017217,0.0004487541],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02985727,"about_ca_system_score_gemma":0.03188093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9757592,"about_ca_topic_score_gemma":0.984431,"domain_scores_codex":[0.9973612,0.0006285318,0.0001279887,0.000259409,0.0009387223,0.0006842069],"domain_scores_gemma":[0.9898061,0.001436227,0.001153887,0.0002718893,0.006485443,0.0008464624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001959719,0.0001137163,0.7831646,0.0003866958,0.00009380602,0.0004885281,0.1528034,0.0003474237,0.001011752,0.001801256,0.005868518,0.05372433],"study_design_scores_gemma":[0.000003921484,0.00004735153,0.9121539,0.000211404,0.00003394181,0.00004560731,0.07777149,0.0004250668,0.0001686161,0.0000651931,0.009050778,0.00002279508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912731,0.0006151471,0.0003647314,0.0009723007,0.00001909808,0.00007899966,0.0005634747,0.000006436482,0.006106581],"genre_scores_gemma":[0.9904084,0.0007138907,0.0003168871,0.0002652242,0.000006395614,0.0001113544,0.0004216907,0.000009017705,0.00774712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9701427,"threshold_uncertainty_score":0.2166308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4383463755328386,"score_gpt":0.5034402689817993,"score_spread":0.06509389344896066,"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."}}