{"id":"W4389523512","doi":"10.23977/aetp.2023.071619","title":"\"Integrated Wling Technology\" Course Online and Offline Mixed Teaching","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Course (navigation); Field (mathematics); Quality (philosophy); Online course; Information technology; Online and offline; Multimedia; Distance education; Engineering management; Knowledge management; Engineering; Mathematics education; Psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006731921,0.0001972361,0.0003133549,0.001963814,0.0006916554,0.00001388348,0.0003786154,0.0006239138,0.00004101987],"category_scores_gemma":[0.001543772,0.0002074296,0.00002063864,0.003051139,0.00289295,0.0002495123,0.0001234736,0.0008973336,0.00003900589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008169527,"about_ca_system_score_gemma":0.0002226304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000041658,"about_ca_topic_score_gemma":0.001596195,"domain_scores_codex":[0.9982412,0.000104055,0.0003710596,0.0006185565,0.0001237814,0.000541384],"domain_scores_gemma":[0.9989107,0.0004427937,0.0001564832,0.0002992724,0.0001321195,0.00005859518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001667529,0.0002782921,0.1808209,0.00001269085,0.00003068023,0.000005070768,0.001617511,0.000004481154,0.0006376077,0.5879174,0.003036687,0.2256219],"study_design_scores_gemma":[0.0004479357,0.00007386378,0.09149413,0.00005902272,0.0000143109,0.00003755755,0.02443903,0.00002203771,0.00006489704,0.5818397,0.3012524,0.0002550819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.818876,0.01258272,0.000195708,0.1630843,0.001233857,0.0002437452,0.00001678787,0.001261924,0.002504984],"genre_scores_gemma":[0.971302,0.01484462,0.01114265,0.0005500701,0.0001448058,0.0002030668,0.00004019183,0.00001853414,0.001754077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2982157,"threshold_uncertainty_score":0.9998206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673543344457848,"score_gpt":0.4450532114618284,"score_spread":0.41831777801725,"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."}}