{"id":"W4407365348","doi":"10.1177/00220574251320091","title":"Educators’ Perceptions of Their Own Mental Health and Young Children’s Skills in the Second Year of the COVID-19 Pandemic in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Education","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Mental health; Perception; 2019-20 coronavirus outbreak; Psychology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pedagogy; Medicine; Psychiatry; Virology; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006374406,0.00006397792,0.0001622042,0.0001627385,0.00006578586,0.0000047933,0.0001613541,0.00003573229,0.0003680848],"category_scores_gemma":[0.00004219248,0.00004035381,0.00003991368,0.0001955541,0.00004651876,0.00003996932,0.00001569681,0.0002886384,2.119161e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002212604,"about_ca_system_score_gemma":0.01934004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8938375,"about_ca_topic_score_gemma":0.9898694,"domain_scores_codex":[0.9990004,0.0002391708,0.000446949,0.00008230867,0.0001151795,0.0001160133],"domain_scores_gemma":[0.9992814,0.0001304248,0.0003350163,0.0001501195,0.00002762912,0.00007543036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000284463,0.000352638,0.9168837,0.00003558745,0.00001167453,7.19624e-8,0.05514593,8.536111e-7,0.00002879201,0.0002176215,0.02606649,0.001228182],"study_design_scores_gemma":[0.0004707831,0.00006282732,0.9380301,0.00008139329,0.000005133336,0.0000607644,0.04944114,1.412177e-7,0.000005000838,0.0002466632,0.01156846,0.00002758074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895601,0.0005974066,0.000001517981,0.007322949,0.001526098,0.0002941746,0.0000230837,6.130064e-7,0.000674066],"genre_scores_gemma":[0.9930218,0.00008040188,0.00001232485,0.005588033,0.00004301407,0.00000675045,0.000006904388,0.000003081321,0.001237727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09603195,"threshold_uncertainty_score":0.9862194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151010323670793,"score_gpt":0.3772564079520893,"score_spread":0.3557463047153813,"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."}}