{"id":"W1961444763","doi":"10.24908/pceea.v0i0.3951","title":"ADAPTABLE DESIGN FOR DESIGN REUSE","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Reuse; Design process; Computer science; Systems engineering; Process (computing); Design technology; Software engineering; Engineering; Work in process; Operations management","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":[0.006998153,0.001335086,0.0006482521,0.001917736,0.001418532,0.004644621,0.00192688,0.002821601,0.008367197],"category_scores_gemma":[0.01430895,0.0008735079,0.001606822,0.001163931,0.007614527,0.004635325,0.004801119,0.003347187,0.001637878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002553651,"about_ca_system_score_gemma":0.003132706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002079941,"about_ca_topic_score_gemma":0.001924003,"domain_scores_codex":[0.9899877,0.00498363,0.0007068441,0.000944563,0.003005254,0.000372044],"domain_scores_gemma":[0.9906266,0.004301083,0.0004544595,0.003595046,0.0008284567,0.0001944093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002242859,0.00004567889,0.0002760873,0.0004297104,0.00005244488,0.0001851801,0.001854564,0.01489146,0.002250215,0.9157034,0.002087909,0.06220115],"study_design_scores_gemma":[0.00005214091,0.0000909724,0.0002038652,0.000430348,0.00005895821,0.0003820172,0.0003262938,0.0199932,0.002804539,0.7983136,0.1772985,0.00004557858],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002788022,0.001008399,0.9541956,0.001627995,0.0001218355,0.000217462,0.00003282303,0.0004661684,0.03954174],"genre_scores_gemma":[0.1616509,0.001692999,0.8207459,0.001037396,0.0001084242,0.001244634,0.0001489489,0.0003125493,0.01305826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008367197,"threshold_uncertainty_score":0.03701019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0381544869012923,"score_gpt":0.2099235024373931,"score_spread":0.1717690155361008,"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."}}