{"id":"W3116429691","doi":"10.1080/0145935x.2020.1834931","title":"From Crisis to Opportunity: Rethinking Education in the Wake of COVID-19","year":2020,"lang":"en","type":"article","venue":"Child & Youth Services","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Outbreak; Wake; 2019-20 coronavirus outbreak; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; Political science; Disease; Virology; Medicine; Infectious disease (medical specialty); Engineering","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":[0.01830331,0.0006695584,0.0009494359,0.001625259,0.01846743,0.01414823,0.003333602,0.0102465,0.02151554],"category_scores_gemma":[0.04052549,0.0008245112,0.0007945941,0.0007489577,0.01448388,0.0209194,0.03012117,0.03998005,0.004777038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01305698,"about_ca_system_score_gemma":0.05807988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01641789,"about_ca_topic_score_gemma":0.04760928,"domain_scores_codex":[0.9829718,0.009466092,0.000324913,0.0007476175,0.001700235,0.004789176],"domain_scores_gemma":[0.9571005,0.01132236,0.001192107,0.0007242747,0.003120063,0.02654077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009493221,0.001000318,0.004962191,0.0008877829,0.000047221,0.001065686,0.1799769,0.0002497686,0.0004240957,0.0407774,0.5781767,0.1923369],"study_design_scores_gemma":[0.0001195565,0.0003212991,0.006435791,0.004931159,0.00004022191,0.0004147988,0.3779483,0.0003414302,0.0004371901,0.07624612,0.5326207,0.0001434596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0128251,0.004317936,0.001612255,0.9498777,0.008090002,0.0001008793,0.00005180624,0.0001554424,0.02296875],"genre_scores_gemma":[0.394185,0.01846771,0.008714672,0.5423629,0.005420673,0.0007636286,0.0001813718,0.0006498885,0.02925414],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02151554,"threshold_uncertainty_score":0.0967983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107034878465136,"score_gpt":0.4082742914361598,"score_spread":0.2975708035896462,"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."}}