{"id":"W6907869856","doi":"10.25417/uic.25822963","title":"Teacher mental health and workplace well-being in a global crisis: Learning from the challenges and supports identified by teachers one year into the COVID-19 pandemic in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"University of Illinois Chicago","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Thematic analysis; Pandemic; Stressor; Perception; Quality (philosophy); Affect (linguistics); Qualitative research","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000764469,0.00008860175,0.0002278197,0.00003267698,0.0003267394,0.00002604513,0.0001895723,0.0000990846,0.0001388798],"category_scores_gemma":[0.00005072391,0.0001140189,0.00002505682,0.0002075471,0.0001533654,0.00005043179,0.000152181,0.000397488,0.000003471007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000876933,"about_ca_system_score_gemma":0.0005661505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906193,"about_ca_topic_score_gemma":0.9983651,"domain_scores_codex":[0.9984524,0.0004886116,0.0001832746,0.0003770229,0.0001910196,0.0003077032],"domain_scores_gemma":[0.9992416,0.0002738209,0.0001107138,0.0001597315,0.000007908781,0.0002062178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006450262,0.00005505604,0.8395677,0.00004064349,0.00003690879,0.00003836709,0.1074108,0.00000441912,0.000004095903,0.00002339437,0.04328777,0.009466352],"study_design_scores_gemma":[0.001659937,0.00005818135,0.5786537,0.00008281626,0.00001170309,0.000007037071,0.3639418,0.00002183595,1.334299e-7,0.0002786735,0.05516166,0.000122534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757453,0.003839521,0.000004779235,0.01950145,0.00009083659,0.0003221878,0.00004276616,0.00003175006,0.0004214295],"genre_scores_gemma":[0.9901879,0.006485588,0.0000108839,0.002031595,0.00001773898,0.00000118854,0.00006095949,0.000008423654,0.0011957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.260914,"threshold_uncertainty_score":0.4649557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02523680563335089,"score_gpt":0.2849088190519177,"score_spread":0.2596720134185668,"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."}}