{"id":"W3120260638","doi":"10.6000/2292-2598.2020.08.04.19","title":"Differential Typology of Burnout in the Ukrainian Sample","year":2020,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Cynicism; Emotional exhaustion; Psychology; Typology; Social psychology; Clinical psychology; Political science","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":[0.0007207515,0.0001549054,0.0002708593,0.001517207,0.000766944,0.000605245,0.0001825564,0.0001457636,0.0008912256],"category_scores_gemma":[0.001935875,0.0001810312,0.0001604766,0.0005803491,0.0004543055,0.0002535175,0.0008519961,0.0001628479,0.0001219618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000423078,"about_ca_system_score_gemma":0.0004723663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002988542,"about_ca_topic_score_gemma":0.004423871,"domain_scores_codex":[0.9994512,0.0002100868,0.00005020573,0.0000631117,0.0001090914,0.0001162684],"domain_scores_gemma":[0.9995514,0.0001072038,0.0001369153,0.00004202114,0.00009597722,0.00006660262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008926687,0.00004981449,0.9690504,0.00004543944,0.00002021421,0.000261283,0.01772827,0.00007022016,0.001909456,0.0002479565,0.0001795616,0.01034824],"study_design_scores_gemma":[0.000002806901,0.00005983549,0.9796663,0.00003198706,0.000005490083,0.0007136962,0.01794335,0.0002156087,0.0002004816,0.0001411492,0.001015675,0.000003610163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995042,0.00009261602,0.00009888076,0.00001452047,0.000002163574,0.000005172791,0.00001566861,0.000001236687,0.0002655915],"genre_scores_gemma":[0.9996926,0.00006641621,0.00006267129,0.0000115229,0.000001909126,0.000008180346,0.00005737712,9.431296e-7,0.00009845504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002988542,"threshold_uncertainty_score":0.005942285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023388893054924,"score_gpt":0.3300856828181614,"score_spread":0.227746793512669,"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."}}