{"id":"W4316589310","doi":"10.7202/1095485ar","title":"Canadian K-12 Schooling During the COVID-19 Pandemic: Lessons and Reflections","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Waterloo","funders":"","keywords":"Pandemic; Context (archaeology); Coronavirus disease 2019 (COVID-19); Political science; Focus group; Public relations; Pedagogy; Economic growth; Sociology; Mental health; Psychology; Geography; Medicine; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01015158,0.0004279911,0.0005650626,0.002025666,0.04105414,0.01352934,0.003275198,0.004984991,0.008316061],"category_scores_gemma":[0.01376558,0.0004791486,0.0005035707,0.004258572,0.02080864,0.005442846,0.007327174,0.00992481,0.000624262],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2454893,"about_ca_system_score_gemma":0.3671241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957294,"about_ca_topic_score_gemma":0.9982812,"domain_scores_codex":[0.9886245,0.002085902,0.0001858409,0.0004698518,0.001967833,0.006666125],"domain_scores_gemma":[0.9881777,0.001920761,0.0005051164,0.0002633236,0.00396975,0.005163378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002168968,0.0002517172,0.03143242,0.0005592934,0.00003944516,0.002536907,0.4102705,0.0006396158,0.0005658338,0.1774711,0.2924854,0.0835309],"study_design_scores_gemma":[0.00002217303,0.00004385213,0.03234543,0.000742394,0.00002273726,0.0001751404,0.6079158,0.0002234566,0.0003206206,0.006518635,0.3515268,0.0001429617],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1598938,0.009366632,0.0007065401,0.6926135,0.002287354,0.0001498507,0.0009196124,0.0000644662,0.1339983],"genre_scores_gemma":[0.904954,0.01080001,0.0009768945,0.05296171,0.0003251563,0.00005438188,0.000288645,0.00008909153,0.02955024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7545106,"threshold_uncertainty_score":0.8751254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1777951742168865,"score_gpt":0.5058837962723367,"score_spread":0.3280886220554502,"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."}}