{"id":"W2523886401","doi":"10.71781/5955","title":"Étude des relations entre le développement professionnel des enseignants du postsecondaire et leur bien-être psychologique au travail","year":2016,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003750436,0.0004355287,0.0004455253,0.0001496434,0.003900246,0.0002083447,0.0009463018,0.0007820935,0.005152433],"category_scores_gemma":[0.001122048,0.0003866358,0.0001718018,0.0004348269,0.001817844,0.0008936927,0.00008293971,0.0004839663,0.0009700419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006181803,"about_ca_system_score_gemma":0.004929874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002765286,"about_ca_topic_score_gemma":0.03884325,"domain_scores_codex":[0.9952101,0.002138287,0.000758697,0.0008528144,0.0003512697,0.0006889048],"domain_scores_gemma":[0.9969417,0.001230945,0.0006692419,0.0002941971,0.0006019583,0.0002619941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003053233,0.0005764882,0.1375078,0.00004440592,0.0001366069,0.000003519922,0.7470633,0.000004280388,0.0005043069,0.004906384,0.0008866974,0.1083357],"study_design_scores_gemma":[0.0006180021,0.00009651423,0.4682983,0.0009893121,0.00006666554,0.000005351402,0.519096,0.000002772284,0.0002106615,0.004279121,0.005915885,0.0004214291],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242029,0.0005443132,0.0001867928,0.01558305,0.002438879,0.001081991,0.0001230131,0.000009787187,0.05582932],"genre_scores_gemma":[0.9149129,0.001593888,0.0114893,0.0002601671,0.0008405123,0.0002725633,0.001029182,0.00004841794,0.0695531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3307905,"threshold_uncertainty_score":0.9998586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3013865247679588,"score_gpt":0.45392968654801,"score_spread":0.1525431617800512,"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."}}