{"id":"W3135732138","doi":"10.5539/hes.v11n2p30","title":"Higher Education in China, a Paradigm Shift from Conventional to Online Teaching","year":2021,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; Process (computing); Paradigm shift; Higher education; Mathematics education; Learning Management; China; Educational technology; Psychology; Coronavirus disease 2019 (COVID-19); Isolation (microbiology); Pedagogy; Sociology; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001507367,0.0001695947,0.0002576688,0.0001585322,0.0001468792,0.00002467637,0.0001049836,0.000069433,0.003995665],"category_scores_gemma":[0.000015281,0.0001739712,0.00005954188,0.0002588943,0.00003425908,0.00009228912,0.00006820347,0.0002258168,0.0004494898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005671367,"about_ca_system_score_gemma":0.001229694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004011924,"about_ca_topic_score_gemma":0.0007984651,"domain_scores_codex":[0.9985049,0.000218085,0.000370536,0.0004789862,0.0001724924,0.000255006],"domain_scores_gemma":[0.9992212,0.0001765694,0.00009842135,0.000316204,0.00006235707,0.0001252214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001208674,0.007524521,0.318512,0.0001379079,0.0002420601,0.000008051512,0.01304871,0.000004565024,0.0001128416,0.4315893,0.2038872,0.02481191],"study_design_scores_gemma":[0.0002674375,0.00002221042,0.6077579,0.00008503118,0.00001686328,0.000001054479,0.001852281,8.683202e-8,0.000005534588,0.008918369,0.3809671,0.0001061844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150008,0.0147168,0.00001691622,0.0504705,0.01352647,0.0002571922,0.00004682234,0.00004793943,0.005916567],"genre_scores_gemma":[0.9027573,0.00006501741,0.0008670332,0.01153143,0.001426281,0.000285375,0.0003680651,0.00002048924,0.08267903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4226709,"threshold_uncertainty_score":0.9969148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014101927578716,"score_gpt":0.4912384003321305,"score_spread":0.3898282075742588,"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."}}