{"id":"W1837422675","doi":"10.24908/pceea.v0i0.3637","title":"New Venture Design – Interdisciplinary Capstone Projects at UBC","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Capstone; Capstone course; Syllabus; Business plan; Engineering management; Product (mathematics); Creativity; Process (computing); Entrepreneurship; Business; New product development; Plan (archaeology); Venture capital; Engineering; Knowledge management; Process management; Management; Marketing; Computer science; Sociology; Pedagogy; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00155684,0.0009812434,0.0003525169,0.001086286,0.004122807,0.003538781,0.001284815,0.001262469,0.0983892],"category_scores_gemma":[0.001434469,0.0004495125,0.0004448951,0.0006535601,0.0009262409,0.0009449517,0.00282233,0.001891989,0.03337675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005627065,"about_ca_system_score_gemma":0.01117271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048605,"about_ca_topic_score_gemma":0.04182303,"domain_scores_codex":[0.99915,0.00009851183,0.00001810279,0.000118835,0.0003510947,0.000263427],"domain_scores_gemma":[0.9967418,0.00007098083,0.00004536136,0.000125991,0.0004218785,0.002593868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002929988,0.002541266,0.001979668,0.0001775907,0.000009611962,0.0005130786,0.001309006,0.001352841,0.01195049,0.01681018,0.6754627,0.2876005],"study_design_scores_gemma":[0.00003288503,0.0004452395,0.008448319,0.0001289242,0.000004087266,0.000335717,0.0008082747,0.001201468,0.005890719,0.00360954,0.9790555,0.00003929991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07983483,0.001837981,0.02260986,0.007856482,0.004911983,0.001584736,0.001676092,0.00252489,0.8771631],"genre_scores_gemma":[0.1007735,0.001017456,0.02427575,0.001188512,0.000442343,0.0004855919,0.001428668,0.0004247946,0.8699636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0983892,"threshold_uncertainty_score":0.3291447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239335787316174,"score_gpt":0.1918899178116725,"score_spread":0.1794965599385107,"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."}}