{"id":"W4387429185","doi":"10.5430/ijhe.v12n5p218","title":"Establishment of Flipped Chinese Course Based on Socially Shared Learning Regulations in Chinese Normal University Students","year":2023,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coursework; Flipped learning; Mathematics education; China; Flipped classroom; Psychology; Cooperative learning; Teaching method; Educational technology; Pedagogy; Computer science; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001451834,0.0003071036,0.0002673765,0.0005127078,0.002417787,0.0009598525,0.0005650271,0.0003985592,0.001479157],"category_scores_gemma":[0.002136549,0.0002256959,0.0003117913,0.0002544905,0.0009859636,0.0006125798,0.00164125,0.0006271148,0.0002204419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465099,"about_ca_system_score_gemma":0.004788652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007984315,"about_ca_topic_score_gemma":0.01525669,"domain_scores_codex":[0.9989004,0.0002192984,0.00006249533,0.0002484953,0.0002892206,0.0002800347],"domain_scores_gemma":[0.9985712,0.0001051109,0.00012096,0.0001052368,0.000313815,0.0007837189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005223238,0.01206763,0.5967827,0.0002680912,0.00004333214,0.003061675,0.1205768,0.001141182,0.06361631,0.003182722,0.002729902,0.1960073],"study_design_scores_gemma":[0.0001456794,0.006222087,0.8418424,0.0001440445,0.0001118386,0.001029915,0.0983913,0.007300996,0.0255337,0.001977032,0.01707719,0.0002237325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990084,0.00000751696,0.0002097166,0.00004225378,0.000004855282,0.00005846077,0.000004244981,0.000004263127,0.0006601854],"genre_scores_gemma":[0.9963377,0.00003276526,0.001163066,0.00005405928,0.000004874563,0.00009242223,0.00002187699,0.000003093392,0.002290229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007984315,"threshold_uncertainty_score":0.0158757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00879585845431729,"score_gpt":0.3356609695953803,"score_spread":0.326865111141063,"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."}}