{"id":"W7163670505","doi":"10.13182/t130-36703","title":"Virtual Classes, Real Results: Teaching from Home to Stay-at-Home Students During a Pandemic","year":2021,"lang":"","type":"article","venue":"Transactions of the American Nuclear Society","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak","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":[0.004835219,0.0009109805,0.0004070293,0.0004035223,0.004806663,0.004802596,0.002318638,0.002436597,0.01173425],"category_scores_gemma":[0.01225039,0.0005171016,0.0006483974,0.0002730836,0.002876284,0.002865725,0.006538788,0.003746061,0.002453903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002125777,"about_ca_system_score_gemma":0.003563625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001550532,"about_ca_topic_score_gemma":0.006479948,"domain_scores_codex":[0.9969007,0.001755718,0.00004984604,0.0002460533,0.0002113234,0.000836476],"domain_scores_gemma":[0.9911611,0.002265559,0.0003815887,0.0005857637,0.0004217002,0.005184254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002694622,0.05059753,0.04560481,0.0008255095,0.0001566272,0.003909405,0.1698751,0.004132954,0.006852868,0.008096381,0.1358169,0.5714374],"study_design_scores_gemma":[0.002338786,0.02486264,0.09401824,0.001672121,0.0002638339,0.00534772,0.5576887,0.007062495,0.01326423,0.04135906,0.2515636,0.0005585921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416512,0.0006803075,0.006765761,0.01041633,0.001734337,0.0004674559,0.000104847,0.0004030873,0.03777681],"genre_scores_gemma":[0.976114,0.0005733505,0.007880935,0.002226224,0.0002641997,0.0004122692,0.0001126811,0.0001399542,0.01227625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173425,"threshold_uncertainty_score":0.03925496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402814046535163,"score_gpt":0.3617369954483738,"score_spread":0.3377088549830222,"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."}}