{"id":"W3125776204","doi":"10.46542/pe.2020.202.290296","title":"The shift from class-based to online learning during COVID-19: A student and academic perception","year":2020,"lang":"en","type":"article","venue":"Pharmacy Education","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Online learning; Perception; Flexibility (engineering); Medical education; Pandemic; Psychology; Class (philosophy); Pharmacy; Transition (genetics); Medicine; Mathematics education; Multimedia; Computer science; Nursing; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002177902,0.0002009501,0.0003259643,0.0008517652,0.002408074,0.00294658,0.0004235207,0.0009585899,0.003282671],"category_scores_gemma":[0.006794037,0.0002468814,0.0003494379,0.0004720848,0.001793043,0.001451767,0.002767555,0.002088383,0.0004928641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081251,"about_ca_system_score_gemma":0.001225286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003855609,"about_ca_topic_score_gemma":0.005223621,"domain_scores_codex":[0.9987167,0.0004002495,0.00008333002,0.00009627655,0.0003290104,0.0003744649],"domain_scores_gemma":[0.9922766,0.001195153,0.001780185,0.000149293,0.000770626,0.003828075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000222589,0.001227602,0.7843615,0.0001404262,0.00003411092,0.000747373,0.1772515,0.00006867095,0.003111804,0.0005782776,0.001717833,0.03053822],"study_design_scores_gemma":[0.00001595149,0.0008555247,0.5268834,0.00008726876,0.0000206665,0.0007819018,0.4650385,0.0002152976,0.0006244128,0.0002165613,0.005203783,0.00005681238],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986456,0.00006559765,0.00005665894,0.0004019861,0.00001468085,0.000007920617,0.00001101279,0.000003151772,0.0007934948],"genre_scores_gemma":[0.9990793,0.0001189701,0.00005154824,0.0002456049,0.00001267561,0.000006443177,0.00001359998,0.000002121339,0.0004697417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003855609,"threshold_uncertainty_score":0.011518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371248941419912,"score_gpt":0.5325788995996819,"score_spread":0.3954540054576906,"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."}}