{"id":"W2899482694","doi":"10.21815/jde.018.118","title":"U.S. and Canadian Orthodontic Faculty Professional Satisfaction: A Survey Study","year":2018,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Association of Orthodontists Foundation","keywords":"Workload; Job satisfaction; Medical education; Promotion (chess); Faculty development; Psychology; Professional development; Higher education; Full-time; Compensation (psychology); Medicine; Family medicine; Political science; Management; Social psychology","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":[0.0027981,0.0003421182,0.0004510216,0.003515106,0.006125977,0.001932122,0.001016547,0.0005504269,0.003421341],"category_scores_gemma":[0.007560256,0.0004315618,0.0005333864,0.01194414,0.0009829786,0.0008721412,0.001122493,0.0008200869,0.0005020411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03357022,"about_ca_system_score_gemma":0.04025581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882746,"about_ca_topic_score_gemma":0.9927506,"domain_scores_codex":[0.9969475,0.0002567266,0.0001895366,0.0001903329,0.001573795,0.0008421648],"domain_scores_gemma":[0.9917328,0.0005561723,0.0009752801,0.0001098161,0.004602995,0.002022883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008488704,0.0001221837,0.9671939,0.00008222475,0.00002563913,0.0001062492,0.01300341,0.0000450198,0.0001413372,0.0001698722,0.003566388,0.01545903],"study_design_scores_gemma":[0.000009374741,0.00006610983,0.9751161,0.00003888825,0.00001013398,0.0000563939,0.02094032,0.0001473855,0.00005034414,0.00001549076,0.003532873,0.00001659946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925546,0.0003292001,0.00005907796,0.0007916451,0.00001768683,0.00008064348,0.001843216,0.000008255725,0.004315837],"genre_scores_gemma":[0.9960765,0.0007035373,0.0002555201,0.0005124961,0.00001580017,0.00006155427,0.001063456,0.000006377962,0.001304757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03357022,"threshold_uncertainty_score":0.2435701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1234001804818268,"score_gpt":0.5474549751175586,"score_spread":0.4240547946357318,"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."}}