{"id":"W2097267928","doi":"10.24908/pceea.v0i0.5852","title":"A STRATEGY FOR TEACHING AND LEARNING OF SYSTEMATIC DESIGN ENGINEERING","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Computer science; Process (computing); Function (biology); Engineering design process; Transformation (genetics); Boundary (topology); Mathematics education; Interpretation (philosophy); Software engineering; Engineering drawing; Engineering management; Systems engineering; Engineering; Mathematics; Mechanical engineering; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0132423,0.00156104,0.0008516893,0.002932595,0.003528369,0.005902532,0.00334794,0.003550604,0.01999934],"category_scores_gemma":[0.02498627,0.0008265824,0.001183887,0.001621695,0.009073274,0.006073928,0.006963341,0.006573429,0.008604245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00536987,"about_ca_system_score_gemma":0.01065112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001941028,"about_ca_topic_score_gemma":0.003485556,"domain_scores_codex":[0.985062,0.009716785,0.0005754932,0.001227997,0.002886175,0.0005314803],"domain_scores_gemma":[0.9826003,0.008981803,0.0006567509,0.003480712,0.002707544,0.001572848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006938575,0.0007978277,0.0007008391,0.0008644916,0.00003506695,0.000362427,0.0251548,0.002211616,0.004469951,0.5697837,0.1011668,0.2943831],"study_design_scores_gemma":[0.0001164322,0.0002342818,0.0003905648,0.0009399153,0.00001315198,0.0004076128,0.006793764,0.003502462,0.003156789,0.369293,0.6150948,0.00005725608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00676219,0.001289764,0.8546442,0.03158901,0.001326332,0.00201244,0.0001765339,0.002374988,0.09982453],"genre_scores_gemma":[0.05969999,0.001197043,0.8814261,0.00593877,0.000240899,0.003048036,0.000224014,0.0004177683,0.04780745],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01999934,"threshold_uncertainty_score":0.07003284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428621384189266,"score_gpt":0.2371303786047421,"score_spread":0.2128441647628495,"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."}}