{"id":"W4321499472","doi":"10.5430/bmr.v12n1p20","title":"Online Higher Education in The Business Under Pandemic and Emergent Conditions","year":2023,"lang":"en","type":"article","venue":"Business and Management Research","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Coronavirus disease 2019 (COVID-19); Online learning; Online teaching; Psychology; Pandemic; Higher education; Computer science; Sociology; Knowledge management; Medical education; Multimedia; Political science; Medicine","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":[0.00191359,0.0001200396,0.0001343073,0.0004528504,0.002607874,0.005212816,0.0004647479,0.0007597904,0.007158862],"category_scores_gemma":[0.003829388,0.00009250534,0.0001279507,0.0006575572,0.002633355,0.006300876,0.004044516,0.001084915,0.0008207728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179637,"about_ca_system_score_gemma":0.001769186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009247406,"about_ca_topic_score_gemma":0.002185202,"domain_scores_codex":[0.9984993,0.0007451954,0.00003845109,0.00009861193,0.0002181312,0.000400256],"domain_scores_gemma":[0.9962789,0.001702855,0.0005707526,0.0002767158,0.0002285822,0.0009421115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003548049,0.001694778,0.1879408,0.0006881717,0.00004183361,0.004869812,0.1107803,0.002151729,0.007184984,0.2300621,0.01847836,0.4357523],"study_design_scores_gemma":[0.00006117875,0.0008569142,0.09864339,0.000768493,0.00002784365,0.002710905,0.5963358,0.00450006,0.004118359,0.057162,0.2347394,0.0000758203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.886119,0.000871086,0.006302693,0.007871333,0.0003320676,0.00006456028,0.00004422314,0.00006122573,0.09833384],"genre_scores_gemma":[0.9942176,0.0004262796,0.001150128,0.0004987665,0.00006153744,0.00001362824,0.0000157432,0.00000876084,0.003607478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007158862,"threshold_uncertainty_score":0.02394885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1503309649424677,"score_gpt":0.4753090606688207,"score_spread":0.324978095726353,"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."}}