{"id":"W2378078829","doi":"","title":"New Features and Developments of Engineering Education——Overview of International Symposium on Total Engineering Education 2009","year":2010,"lang":"en","type":"article","venue":"Qinghua Daxue jiaoyu yanjiu","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; China; Curriculum; Creativity; Political science; Engineering education; Engineering ethics; Library science; Engineering; Management; Sociology; Economics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001085388,0.000391568,0.0002114262,0.002250077,0.0007714983,0.003072067,0.0003790001,0.0007783496,0.008995204],"category_scores_gemma":[0.0005596984,0.0002212836,0.0002501987,0.003291537,0.0004069062,0.00209868,0.001367868,0.001612465,0.001531791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002425871,"about_ca_system_score_gemma":0.003541531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003884036,"about_ca_topic_score_gemma":0.01237548,"domain_scores_codex":[0.9994305,0.00007293742,0.000050088,0.00007592808,0.0002555228,0.0001150742],"domain_scores_gemma":[0.9994527,0.00005353189,0.00004808641,0.00001998085,0.0002619051,0.0001638092],"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":[0.00008591996,0.0001471577,0.003041038,0.001638861,0.00001398985,0.0002179376,0.00114518,0.0006127995,0.003672972,0.05639761,0.1911412,0.7418854],"study_design_scores_gemma":[0.000002440775,0.00002688616,0.005081151,0.0003933987,0.000004627349,0.000149497,0.0004478337,0.00009665019,0.0004570361,0.0008788217,0.9924546,0.000006997171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02570572,0.5978725,0.006564478,0.03328127,0.0148481,0.0001548772,0.0006683333,0.000239718,0.320665],"genre_scores_gemma":[0.1869666,0.5488951,0.008377396,0.004825815,0.005902537,0.0001015051,0.001786541,0.0001547922,0.2429897],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008995204,"threshold_uncertainty_score":0.03009194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004889489344581506,"score_gpt":0.227384075857047,"score_spread":0.2224945865124655,"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."}}