{"id":"W3121272874","doi":"10.1080/10494820.2021.1871633","title":"Transition to online teaching during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Interactive Learning Environments","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"John Abbott College; Simon Fraser University; McGill University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Online teaching; Transition (genetics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medical education; Psychology; Instructional design; Mathematics education; Online learning; Pedagogy; Medicine; Multimedia; Computer science; Disease; Infectious disease (medical specialty)","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":[0.001697691,0.00009131749,0.0002210184,0.0003711632,0.003156539,0.003182659,0.0004652652,0.0006845307,0.002918441],"category_scores_gemma":[0.007439629,0.0001944001,0.0001535504,0.0003944968,0.001561219,0.002021684,0.004107225,0.002445561,0.0003116725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0019602,"about_ca_system_score_gemma":0.002308884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102941,"about_ca_topic_score_gemma":0.03041667,"domain_scores_codex":[0.9985228,0.0006097362,0.00005381481,0.00008575275,0.0001315917,0.0005962874],"domain_scores_gemma":[0.996506,0.001143626,0.0004493523,0.00009452667,0.0002313318,0.001575203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002605262,0.001592878,0.2357145,0.0002805022,0.00001986343,0.003902188,0.6614196,0.000145977,0.002009065,0.002227333,0.006300365,0.0861271],"study_design_scores_gemma":[0.00001722401,0.0003130223,0.2042012,0.0003298752,0.000009793244,0.0007557637,0.774348,0.0001207146,0.0003924376,0.0006198361,0.01886476,0.00002737692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99281,0.0002021361,0.0001252818,0.001862306,0.00003362643,0.00004541489,0.00004595136,0.00001059846,0.004864757],"genre_scores_gemma":[0.9983057,0.0002230289,0.0001276903,0.0005433967,0.00001256214,0.00003012588,0.00002675264,0.0000042921,0.0007264019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01102941,"threshold_uncertainty_score":0.02193046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05538581250661005,"score_gpt":0.420760111201043,"score_spread":0.3653742986944329,"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."}}