{"id":"W4385507833","doi":"10.32920/23843859","title":"Subjective well-being of Canadian children and youth during the COVID-19 pandemic: The role of the social and physical environment and healthy movement behaviours","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Toronto Metropolitan University","funders":"","keywords":"Pandemic; Psychology; Mental health; Subjective well-being; Social distance; Logistic regression; Coronavirus disease 2019 (COVID-19); Coping (psychology); Screen time; Demography; Developmental psychology; Social psychology; Clinical psychology; Physical activity; Happiness; Medicine; Psychiatry; Sociology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001109439,0.0004094513,0.0004144805,0.001165166,0.002827049,0.001595724,0.000840012,0.0003238373,0.002083931],"category_scores_gemma":[0.001987997,0.0002447855,0.0008323502,0.002437042,0.0008137744,0.0004661785,0.001082364,0.0009503003,0.0001981541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01474077,"about_ca_system_score_gemma":0.01511554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879396,"about_ca_topic_score_gemma":0.9930162,"domain_scores_codex":[0.9992571,0.00005695343,0.00003769026,0.00007391368,0.0002564113,0.0003178165],"domain_scores_gemma":[0.9986489,0.00006135475,0.0002843611,0.00003827812,0.0005170953,0.0004498583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003909697,0.00002876487,0.9870933,0.00005383525,0.00003428173,0.00005568365,0.005819738,0.00004910346,0.0001001322,0.0001012642,0.001041438,0.005583398],"study_design_scores_gemma":[0.000001469106,0.00001184693,0.9943466,0.00002504944,0.000009662848,0.00001702483,0.004767799,0.00005524531,0.00002194905,0.000009997924,0.000725126,0.00000829993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934337,0.0007301149,0.00005670879,0.0003639713,0.00001709477,0.00003242084,0.00275063,0.000004900565,0.002610481],"genre_scores_gemma":[0.9974064,0.0005805,0.00009933907,0.00006967468,0.000005804493,0.00001955785,0.001239152,0.00000264032,0.0005769319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01474077,"threshold_uncertainty_score":0.1069523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03592700549429537,"score_gpt":0.3128844258775702,"score_spread":0.2769574203832749,"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."}}