{"id":"W4386800719","doi":"10.23977/aetp.2023.071104","title":"Exploration on Teaching Reform and Construction of the Curriculum of \"Integration of Professional and Innovation\" in Automobile CAD","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Emergent curriculum; Quality (philosophy); Curriculum theory; Engineering ethics; Set (abstract data type); Entrepreneurship; Engineering management; Teaching method; Mathematics education; Engineering; Curriculum mapping; Curriculum development; Sociology; Pedagogy; Computer science; Psychology; Business","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":[0.001209925,0.0002043064,0.000217031,0.0007448827,0.0008903798,0.001683797,0.0005500087,0.0005683136,0.002109603],"category_scores_gemma":[0.002773044,0.0001249178,0.0002527784,0.0009892352,0.0006000646,0.001469885,0.0009356657,0.0007434053,0.000226429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002403769,"about_ca_system_score_gemma":0.0047897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002202295,"about_ca_topic_score_gemma":0.002308302,"domain_scores_codex":[0.9991583,0.0004673985,0.00004616296,0.00007432501,0.0001620789,0.00009174107],"domain_scores_gemma":[0.9992265,0.000364461,0.00008548987,0.00003617674,0.0001832309,0.0001041442],"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":[0.0000684557,0.001017362,0.01113087,0.001538994,0.00001259544,0.0003178715,0.01969641,0.003813593,0.007334196,0.2262169,0.01254842,0.7163043],"study_design_scores_gemma":[0.0002355248,0.0009615436,0.06433849,0.003121583,0.0001685053,0.0008888097,0.04903362,0.05969564,0.02018326,0.1230816,0.6781849,0.0001065427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5719383,0.00791444,0.2353977,0.01796782,0.001077517,0.002137762,0.0001655065,0.0005843488,0.1628166],"genre_scores_gemma":[0.8667686,0.003757854,0.1053701,0.0007969202,0.0001411244,0.000539033,0.000156541,0.00004324814,0.02242655],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002403769,"threshold_uncertainty_score":0.01744062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026748855832547,"score_gpt":0.3243406552989913,"score_spread":0.3140731667406658,"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."}}