{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009149181,0.00004671509,0.00006265387,0.000004740591,0.00007121472,0.00009116932,0.0002459324,0.00002412098,0.00001810073],"category_scores_gemma":[0.00005196654,0.00003945507,0.00003900401,0.0001528925,0.00000732009,0.0001678105,0.0001634648,0.0001236471,0.0000891791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001958647,"about_ca_system_score_gemma":0.00007115106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007199321,"about_ca_topic_score_gemma":0.00002109271,"domain_scores_codex":[0.9994715,0.00004377621,0.00007367414,0.0001764915,0.0001073853,0.0001271554],"domain_scores_gemma":[0.9996619,0.00002421394,0.00001634982,0.0002421167,0.00002612619,0.00002932649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[2.574457e-7,0.00004634005,0.01663808,0.000004524895,0.00001250398,0.00005565377,0.0002601088,0.0001578086,0.0001327767,0.914835,0.002017016,0.06583992],"study_design_scores_gemma":[0.0005616925,0.00006482971,0.005497209,0.00004683349,0.00001622568,0.0004445314,0.0003696707,0.413164,0.0003228108,0.32369,0.2553481,0.0004741998],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01697956,0.0001124924,0.8757846,0.01269173,0.0001485804,0.000009480046,4.587108e-7,0.0003361382,0.09393695],"genre_scores_gemma":[0.7325391,0.000008704315,0.2562923,0.002097482,0.00009739886,3.151551e-7,0.000001287694,0.000002106547,0.008961271],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7155595,"threshold_uncertainty_score":0.1608931,"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."}}