{"id":"W7004967590","doi":"","title":"Overcoming the unseen: Understanding diverse Canadian workers’ well-being during the beginning of the coronavirus pandemic","year":2024,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Flourishing; Coronavirus; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008922466,0.000476423,0.0009143301,0.003125828,0.01139084,0.009557363,0.00192559,0.00141834,0.001720638],"category_scores_gemma":[0.0205103,0.0003972207,0.001108111,0.005233311,0.004787232,0.003632509,0.003739187,0.002624764,0.0001802745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0522188,"about_ca_system_score_gemma":0.1167924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9671544,"about_ca_topic_score_gemma":0.9837701,"domain_scores_codex":[0.9968008,0.0007574726,0.0001654587,0.0003739072,0.0009805436,0.0009217901],"domain_scores_gemma":[0.9904237,0.003137121,0.001173817,0.0003875887,0.003056781,0.001820969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002987695,0.00007367308,0.1463907,0.003510063,0.0003017863,0.000520596,0.7006216,0.0003679462,0.0006779905,0.007160426,0.0204132,0.1196633],"study_design_scores_gemma":[0.00002945997,0.00008933318,0.4142952,0.005136987,0.0003675404,0.0001305156,0.5168306,0.0002994309,0.000221037,0.002606419,0.05978244,0.0002109325],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8745098,0.05778267,0.0009420497,0.03603208,0.0008029142,0.0002594194,0.002908119,0.00002566915,0.0267373],"genre_scores_gemma":[0.9717078,0.02110431,0.001151092,0.003337462,0.0001077309,0.0001282639,0.0007521998,0.00001299705,0.001698041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0522188,"threshold_uncertainty_score":0.3788757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05708774196977421,"score_gpt":0.2657314897428771,"score_spread":0.2086437477731029,"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."}}