{"id":"W4284891348","doi":"10.53967/cje-rce.v45i2.5057","title":"THIS IS US: Latent Profile Analysis of Canadian Teachers’ Burnout during the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Resilience and Mental Health","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Burnout; Pandemic; Psychological resilience; Coronavirus disease 2019 (COVID-19); Resilience (materials science); Psychology; Salient; 2019-20 coronavirus outbreak; Applied psychology; Social psychology; Political science; Clinical psychology; Medicine; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002949703,0.0003269285,0.0003719692,0.002205356,0.005756506,0.002752781,0.0008390908,0.0004706631,0.001522939],"category_scores_gemma":[0.007415962,0.0003093504,0.0006042683,0.004414747,0.00109679,0.0009052537,0.002080485,0.001189425,0.0002211149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02132764,"about_ca_system_score_gemma":0.03430681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753197,"about_ca_topic_score_gemma":0.9826201,"domain_scores_codex":[0.9984579,0.00026447,0.00006664407,0.0001427008,0.0003788455,0.0006893578],"domain_scores_gemma":[0.9967301,0.000307276,0.0004457883,0.0003053023,0.001573411,0.0006381699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001294158,0.00009818459,0.9312755,0.0000439313,0.00003976941,0.00006010558,0.03844399,0.0004007843,0.0004720003,0.001559685,0.003940943,0.02353559],"study_design_scores_gemma":[0.000004846923,0.00002593017,0.9544369,0.00005561051,0.00001643256,0.00002255739,0.0418744,0.0009013062,0.00009338498,0.0002562083,0.002284309,0.00002805854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993681,0.0001289172,0.001009646,0.0007589249,0.00002111943,0.0001076964,0.001846538,0.00001281778,0.002433448],"genre_scores_gemma":[0.9961172,0.0001274145,0.0006365635,0.00008402261,0.000004532829,0.00007185869,0.00208935,0.000006968274,0.0008621541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02468026,"threshold_uncertainty_score":0.1547436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07498918917915756,"score_gpt":0.361730818394606,"score_spread":0.2867416292154484,"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."}}