{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001697866,0.0002747628,0.0002131896,0.0008766819,0.00426504,0.003232036,0.0008212783,0.0007231123,0.009016793],"category_scores_gemma":[0.002002093,0.000136667,0.0002688317,0.002373588,0.004490313,0.002077091,0.002671409,0.0009779582,0.0005780289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008160018,"about_ca_system_score_gemma":0.01656169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02603572,"about_ca_topic_score_gemma":0.03036952,"domain_scores_codex":[0.9984452,0.0004389364,0.0001066954,0.0002717142,0.0003116496,0.0004259172],"domain_scores_gemma":[0.9982191,0.0004300533,0.0002101805,0.000284454,0.0002318393,0.0006244446],"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":[0.0001218209,0.0004913585,0.09074263,0.001376573,0.00005409695,0.001119579,0.0749325,0.001224905,0.007737127,0.2738923,0.02173094,0.5265762],"study_design_scores_gemma":[0.00007336932,0.0005617301,0.3677917,0.000676858,0.00004246241,0.0008393807,0.0543703,0.00248942,0.004041303,0.05155291,0.5174282,0.0001323479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8220798,0.004693992,0.01036619,0.02813696,0.0005505293,0.0003349618,0.0003844141,0.0002319082,0.133221],"genre_scores_gemma":[0.9752789,0.001244595,0.00216531,0.001515061,0.00009019836,0.00009120643,0.0001133417,0.00001685851,0.01948448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02603572,"threshold_uncertainty_score":0.05920541,"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."}}