{"id":"W3193171935","doi":"10.1007/s42438-021-00243-7","title":"Teaching in the Age of Covid-19—1 Year Later","year":2021,"lang":"en","type":"article","venue":"Postdigital Science and Education","topic":"Digital Education and Society","field":"Computer Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; University of Calgary","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Public health; Library science; Political science; Sociology; Public relations; Media studies; Medicine; Virology; Nursing; Infectious disease (medical specialty); Pathology","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":[0.007035184,0.0005866549,0.0005157799,0.001324888,0.007751076,0.01439834,0.00146424,0.01008761,0.02797925],"category_scores_gemma":[0.0266907,0.0002820024,0.0007574167,0.001088535,0.006646692,0.007959382,0.00644177,0.01677914,0.01275883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009781003,"about_ca_system_score_gemma":0.01076815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01063951,"about_ca_topic_score_gemma":0.02352568,"domain_scores_codex":[0.9921556,0.002610293,0.0002626248,0.0007951862,0.002350314,0.001825987],"domain_scores_gemma":[0.9840292,0.002632013,0.0004712658,0.0005839129,0.002910402,0.009373259],"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":[0.00005303791,0.0000699726,0.0004209941,0.0001374698,0.000005561116,0.0002791892,0.008436089,0.00002413371,0.0002355563,0.02469531,0.9323246,0.03331805],"study_design_scores_gemma":[0.000003930912,0.00002709343,0.0004199264,0.0001477783,0.00000156437,0.0001223378,0.003570208,0.00001218112,0.00007619128,0.001759684,0.9938498,0.000009484116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003010119,0.01520268,0.0006582431,0.7335958,0.1987703,0.00004082888,0.0001434813,0.0001532299,0.0484254],"genre_scores_gemma":[0.07437006,0.01281284,0.001251043,0.404815,0.09445717,0.000128631,0.0002298833,0.0005085648,0.4114268],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02797925,"threshold_uncertainty_score":0.09359992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325722046319856,"score_gpt":0.3201124251119453,"score_spread":0.2968552046487467,"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."}}