{"id":"W3138869455","doi":"10.36939/ir.202103231319","title":"Latent Profile Analysis of Manitoban Teachers' Burnout during the COVID-19 Pandemic","year":2021,"lang":"en","type":"report","venue":"","topic":"Resilience and Mental Health","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Coronavirus disease 2019 (COVID-19); General partnership; Sociology; Pandemic; Research council; Certificate; 2019-20 coronavirus outbreak; Burnout; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Library science; Psychology; Medicine; Law; Virology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"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":[0.002239096,0.0003151162,0.0003887561,0.001345158,0.002457792,0.001732529,0.0006756207,0.0005930617,0.003983021],"category_scores_gemma":[0.005564632,0.0002864947,0.0004413979,0.001911478,0.000451961,0.0006539109,0.00286486,0.001526225,0.0009081985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002780495,"about_ca_system_score_gemma":0.002974317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1875341,"about_ca_topic_score_gemma":0.3360859,"domain_scores_codex":[0.9993269,0.0003035387,0.00003978252,0.00006921394,0.0000812103,0.0001792637],"domain_scores_gemma":[0.9978191,0.0003971732,0.0004437579,0.0002005659,0.0006821359,0.0004572102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009134838,0.0001444045,0.9744335,0.00002205018,0.00003287711,0.00006923863,0.01409377,0.0001874336,0.0001767659,0.000491058,0.002276711,0.007980765],"study_design_scores_gemma":[0.00000351888,0.00003542424,0.9576377,0.00007028672,0.0000143413,0.00002028983,0.04009148,0.000821985,0.00005438531,0.000123239,0.00111763,0.000009750413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963702,0.00007066102,0.000332168,0.00045994,0.00001975879,0.00004669807,0.001230641,0.000005752088,0.001464108],"genre_scores_gemma":[0.993979,0.0001434656,0.0004448185,0.00006861531,0.000006855405,0.0001987409,0.002757492,0.00001016588,0.002390827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8124659,"threshold_uncertainty_score":0.372885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041043986579923,"score_gpt":0.4472338678769717,"score_spread":0.3431294692189795,"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."}}