{"id":"W4380520762","doi":"10.6000/1929-4409.2020.09.272","title":"Professional Burnout of Faculty Members of Higher Educational Institutions","year":2022,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Professional development; Novelty; Psychology; Higher education; Institution; State (computer science); Medical education; Public relations; Sociology; Pedagogy; Social psychology; Political science; Social science; Medicine; Clinical psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002759347,0.0002254683,0.0002454163,0.001203873,0.002809507,0.001513416,0.0003669263,0.0004226972,0.003693521],"category_scores_gemma":[0.007439994,0.0002264277,0.0002596026,0.0009416955,0.0008305827,0.0004656217,0.001571062,0.0005461999,0.0006634744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750695,"about_ca_system_score_gemma":0.002345823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003644307,"about_ca_topic_score_gemma":0.004854975,"domain_scores_codex":[0.9979765,0.0006972,0.0001236037,0.0001209052,0.0004894746,0.0005923908],"domain_scores_gemma":[0.9924949,0.001185156,0.001883743,0.0002557397,0.001478605,0.002701883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002562564,0.0002947671,0.9063789,0.0001772499,0.00003398713,0.0004176294,0.063512,0.00007357795,0.001939313,0.0003612214,0.002065126,0.02448997],"study_design_scores_gemma":[0.000008709448,0.0002753254,0.9185577,0.00007639301,0.0000121735,0.0004414116,0.07488353,0.0001093806,0.000537683,0.000131303,0.004947991,0.00001837535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983911,0.0002152774,0.00008087005,0.000194357,0.00002691929,0.000007216039,0.00002385208,0.000004134929,0.001056287],"genre_scores_gemma":[0.9985806,0.0001953508,0.00007280883,0.0001058012,0.00003750488,0.000008808604,0.00003675194,0.00000292729,0.0009596259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003693521,"threshold_uncertainty_score":0.01459301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1811387100690554,"score_gpt":0.5081259868218497,"score_spread":0.3269872767527944,"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."}}