{"id":"W4399141099","doi":"10.55016/ojs/jet.v57i1.79411","title":"Covid, Return to Schools, Mental Problems and the Children","year":2024,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Psychology; Virology; Medicine; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001135949,0.0001248564,0.0002747481,0.001428642,0.003504526,0.00215293,0.0006406204,0.001273335,0.01085743],"category_scores_gemma":[0.01067908,0.0001949293,0.0002404614,0.0009900338,0.001418387,0.001211873,0.001795623,0.00369809,0.000414234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003226017,"about_ca_system_score_gemma":0.007447769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08624348,"about_ca_topic_score_gemma":0.1937927,"domain_scores_codex":[0.9991413,0.000252351,0.00007150946,0.00003699386,0.0001728735,0.0003249581],"domain_scores_gemma":[0.9947283,0.0008382584,0.001022447,0.0001207725,0.000682398,0.002607842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002238448,0.0007597119,0.7019786,0.0003899793,0.00006538592,0.002286682,0.01549594,0.00008746033,0.0001204863,0.01037207,0.1609544,0.1072654],"study_design_scores_gemma":[0.00004586005,0.0001205981,0.8576469,0.001124611,0.00004924731,0.001966706,0.05245563,0.00004987689,0.00007291244,0.001882549,0.084557,0.00002826763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5152538,0.08052218,0.0001015963,0.3200393,0.003072914,0.00009409082,0.00144203,0.00003467454,0.07943938],"genre_scores_gemma":[0.9622899,0.01997838,0.0000910678,0.007061511,0.0005177552,0.00006662675,0.0002757144,0.00001244464,0.009706777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08624348,"threshold_uncertainty_score":0.171483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04135655858031915,"score_gpt":0.4158301807441839,"score_spread":0.3744736221638647,"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."}}