{"id":"W4417167598","doi":"10.1108/dl-02-2021-0008","title":"Shifting to Online Instruction in the Epicenter of a U.S. Pandemic","year":2021,"lang":"en","type":"article","venue":"Distance Learning","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; China; Quarter (Canadian coin); Epicenter","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002400514,0.00004944082,0.00009298224,0.00003400235,0.00004591951,0.000005927682,0.00007206632,0.0000299879,0.0001385919],"category_scores_gemma":[0.00008451211,0.00004189892,0.00002587331,0.000276352,0.00001404891,0.0000259573,0.00002014436,0.0002468253,0.0000170882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000828497,"about_ca_system_score_gemma":0.00004257417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003733824,"about_ca_topic_score_gemma":0.002355224,"domain_scores_codex":[0.9992597,0.000161331,0.000177342,0.0001549397,0.00008845592,0.0001582577],"domain_scores_gemma":[0.9996746,0.0000994083,0.0000590461,0.0001263888,0.00001710383,0.00002344147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006936429,0.00009183079,0.8957876,0.00004927965,0.000004494593,0.0000189964,0.01884037,0.00008450726,0.0005119349,0.001930443,0.00003824682,0.08257294],"study_design_scores_gemma":[0.0006110236,0.00005849236,0.9090546,0.0001174546,0.000004037579,0.00001315289,0.02573725,0.00004722371,0.0000463587,0.00009872196,0.06414515,0.00006654306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954317,0.000320044,0.0009297626,0.0006925794,0.0002030342,0.00008116283,0.000004234644,0.00001474717,0.002322796],"genre_scores_gemma":[0.9981236,0.00001766431,0.0001449218,0.001187157,0.00006185883,0.000009411521,0.00001962068,0.000006268209,0.00042947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0825064,"threshold_uncertainty_score":0.1708588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05913375362090093,"score_gpt":0.4154319489743314,"score_spread":0.3562981953534304,"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."}}