{"id":"W4407412153","doi":"10.23977/aetp.2025.090103","title":"Research on Practice of Blended Teaching in 'Electrical Engineering and Electronics' Based on Outcomes-Based Education Principles","year":2025,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electronics; Blended learning; Engineering education; Engineering; Engineering management; Engineering ethics; Computer science; Electrical engineering; Mathematics education; Psychology; Educational technology","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":[0.02097926,0.000380476,0.0004636898,0.001972709,0.0007131841,0.004717348,0.001429331,0.0008996915,0.002308479],"category_scores_gemma":[0.0443711,0.0002494683,0.0003436304,0.001562669,0.002521809,0.003431205,0.00324257,0.001379359,0.0006240048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002549804,"about_ca_system_score_gemma":0.006082216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005169191,"about_ca_topic_score_gemma":0.0008587456,"domain_scores_codex":[0.9773651,0.01449449,0.000959665,0.001508461,0.00516795,0.0005042767],"domain_scores_gemma":[0.9528319,0.03238533,0.003964956,0.00376144,0.004991217,0.002065137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009630361,0.002586256,0.01484792,0.00129405,0.00005654604,0.00005897925,0.01131285,0.001513917,0.001799263,0.05325117,0.001039817,0.9121428],"study_design_scores_gemma":[0.0007139816,0.01284539,0.2024578,0.01868624,0.0004325577,0.002384485,0.07180754,0.04195061,0.04305062,0.2612075,0.3441661,0.0002972761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5613143,0.006248092,0.3070329,0.00849977,0.000440417,0.001772709,0.00006913494,0.0003083286,0.1143142],"genre_scores_gemma":[0.8825111,0.002887882,0.1079947,0.0006463571,0.00007133792,0.001028575,0.00005037198,0.00005935616,0.004750218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02097926,"threshold_uncertainty_score":0.1109502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02798298735978686,"score_gpt":0.4752864896667665,"score_spread":0.4473035023069796,"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."}}