{"id":"W2140837368","doi":"10.7202/900520ar","title":"La satisfaction au travail des directeurs et directrices d’école du Québec","year":2009,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université Laval","funders":"","keywords":"Humanities; Political science; Psychology; Philosophy","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"],"consensus_categories":["sts"],"category_scores_codex":[0.004516298,0.0001891787,0.0001851275,0.000189064,0.002030109,0.0004129385,0.0003288295,0.0001705065,0.0003570543],"category_scores_gemma":[0.001059275,0.0002070498,0.0001010906,0.001623333,0.003088436,0.001327684,0.00001185367,0.0002437555,0.0001160855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00291721,"about_ca_system_score_gemma":0.004558309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2281439,"about_ca_topic_score_gemma":0.3493616,"domain_scores_codex":[0.9968405,0.001521461,0.0003080283,0.0004341429,0.0003252589,0.0005706083],"domain_scores_gemma":[0.998608,0.0006048927,0.000243339,0.0001522424,0.0001438448,0.0002476623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000002590044,0.0001816516,0.09063777,0.00003727768,0.000007180741,0.000001035398,0.3734933,0.0001456833,0.0001590412,0.03254309,0.0006349092,0.5021565],"study_design_scores_gemma":[0.0001244646,0.0001822716,0.8650461,0.0002809815,0.00005908176,0.00005893177,0.07304483,0.001067426,0.00008070214,0.01224172,0.04749141,0.0003220494],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8341373,0.005539344,0.0008436079,0.02012832,0.001474004,0.000160271,0.000002529348,0.000116585,0.137598],"genre_scores_gemma":[0.9837787,0.002018537,0.004028954,0.000689685,0.0007115005,0.00002115032,0.000003963911,0.00001119189,0.008736291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7744083,"threshold_uncertainty_score":0.9996246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.262684798588872,"score_gpt":0.4200465689263509,"score_spread":0.1573617703374789,"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."}}