{"id":"W4313363594","doi":"10.18357/otessaj.2022.2.1.35","title":"The UK Open University COVID Response: A Sector Case Study","year":2022,"lang":"en","type":"article","venue":"The Open/Technology in Education Society and Scholarship Association Journal","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Outreach; Distance education; Curriculum; 2019-20 coronavirus outbreak; Higher education; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; The Internet; Pandemic; Public relations; Political science; Computer science; Pedagogy; Sociology; Economic growth; Medicine; Economics; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002691406,0.0004661035,0.0003831257,0.001436725,0.009399807,0.004186826,0.001494632,0.004162007,0.008759785],"category_scores_gemma":[0.007473256,0.0003450707,0.0002670315,0.002296401,0.003488153,0.002472122,0.006924947,0.002755022,0.001236403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006558388,"about_ca_system_score_gemma":0.003170414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03599519,"about_ca_topic_score_gemma":0.05845051,"domain_scores_codex":[0.9949396,0.003198263,0.000135533,0.0001689701,0.0003288306,0.001228914],"domain_scores_gemma":[0.9943902,0.002678843,0.0006879105,0.0002571071,0.0004671733,0.001518835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007406628,0.001859691,0.06344616,0.0009825807,0.00004328275,0.1091391,0.7093029,0.001105569,0.002284223,0.03013802,0.0277142,0.05324362],"study_design_scores_gemma":[0.00002831208,0.0003400852,0.01358381,0.0003275071,0.00001018786,0.007037467,0.9450105,0.0004480634,0.0003152174,0.001352122,0.03151401,0.00003277016],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536984,0.00108538,0.0009152469,0.01270696,0.0001774769,0.0002786712,0.0002151183,0.00002251523,0.03090023],"genre_scores_gemma":[0.9916182,0.0009317739,0.0004020541,0.001860311,0.00005996438,0.00006702275,0.00004370259,0.00001232671,0.005004701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03599519,"threshold_uncertainty_score":0.07157135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07685161337979023,"score_gpt":0.4371982608310889,"score_spread":0.3603466474512986,"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."}}