{"id":"W4205544055","doi":"10.1145/3502870.3506565","title":"Teaching through a Global Pandemic","year":2021,"lang":"en","type":"article","venue":"","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Dalhousie University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Experiential learning; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Paradigm shift; 2019-20 coronavirus outbreak; Mathematics education; Sociology; Pedagogy; Political science; Medical education; Computer science; Psychology; Medicine; Virology","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":[0.007550738,0.0005514959,0.0005021227,0.0008672684,0.007134046,0.008185404,0.001226829,0.005565025,0.02579806],"category_scores_gemma":[0.01142151,0.0002433284,0.000588041,0.0007601525,0.007942727,0.01090999,0.00987875,0.01145708,0.004874749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00730481,"about_ca_system_score_gemma":0.01069189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004443943,"about_ca_topic_score_gemma":0.00543886,"domain_scores_codex":[0.995567,0.001816236,0.000125207,0.0005734703,0.000691539,0.00122648],"domain_scores_gemma":[0.9923542,0.001400041,0.0005678727,0.0005156448,0.001019412,0.004142997],"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":[0.0001779679,0.0004312473,0.006752143,0.0005726178,0.00006214093,0.001206226,0.02936112,0.0005426506,0.002536924,0.1741711,0.5334727,0.2507131],"study_design_scores_gemma":[0.00005573716,0.0002379356,0.002574201,0.0007448474,0.00002450251,0.0005968006,0.01859817,0.0002087161,0.0006591491,0.04692753,0.929338,0.00003440656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03336066,0.01723543,0.004060389,0.8071566,0.01675119,0.00008609673,0.000274828,0.0004496417,0.1206252],"genre_scores_gemma":[0.4483485,0.0216242,0.005855974,0.4486101,0.0105651,0.0002081756,0.0004187669,0.0005436857,0.06382548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02579806,"threshold_uncertainty_score":0.08630306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397233978404394,"score_gpt":0.3266383414131774,"score_spread":0.3026660016291334,"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."}}