{"id":"W4290467206","doi":"10.5430/jct.v11n5p241","title":"Teachers’ Communities of Practice in Response to the COVID-19 Pandemic: Will Innovation in Teaching Practices Persist and Prosper?","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Education; National Research Foundation","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Online teaching; Face (sociological concept); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Best practice; 2019-20 coronavirus outbreak; Medical education; Psychology; Pedagogy; Sociology; Political science; Outbreak; Public relations; Mathematics education; Medicine; Infectious disease (medical specialty); Disease; Virology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01990381,0.0001163597,0.0002605696,0.0005798854,0.0005187608,0.00004484918,0.0002071596,0.00004781678,0.0000279935],"category_scores_gemma":[0.005259231,0.00008925932,0.00003167566,0.0002709498,0.00005875101,0.0005285571,0.0001789424,0.002045366,2.661291e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005027328,"about_ca_system_score_gemma":0.0002963163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01241196,"about_ca_topic_score_gemma":0.001292157,"domain_scores_codex":[0.9941776,0.004443302,0.000726821,0.0001356091,0.0003109203,0.0002056959],"domain_scores_gemma":[0.9956152,0.002809411,0.001289743,0.0001455473,0.00004835185,0.00009170695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001111973,0.0004964005,0.6179632,0.00004233553,0.00002745327,0.00004089284,0.3600832,0.00007316534,0.0003172517,0.002006867,0.0004300586,0.01740723],"study_design_scores_gemma":[0.00214901,0.001128926,0.1349488,0.0001057749,0.00004298097,0.001771811,0.5692162,0.0001059329,8.54837e-7,0.0001800038,0.290202,0.0001477041],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795509,0.001301187,0.0001072399,0.01783843,0.0002164024,0.0002969593,0.00000631546,0.000007300935,0.0006752601],"genre_scores_gemma":[0.9951557,0.00007283319,0.0003829956,0.004193408,0.00006412429,0.00001866496,0.000002012588,0.00001057873,0.00009966104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4830144,"threshold_uncertainty_score":0.9941645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08846781663548277,"score_gpt":0.4522226725602177,"score_spread":0.3637548559247349,"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."}}