{"id":"W2041815803","doi":"10.1115/detc2008-49542","title":"A Unified Framework for Decomposition of Design Structure Matrix and Domain Mapping Matrix","year":2008,"lang":"en","type":"article","venue":"","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Design structure matrix; Computer science; Decomposition; Dependency (UML); Context (archaeology); Domain (mathematical analysis); Workflow; Matrix (chemical analysis); Matrix decomposition; Theoretical computer science; Algorithm; Software engineering; Mathematics; Systems engineering; Engineering; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.006911316,0.002498833,0.001036845,0.005756645,0.001572562,0.005100493,0.002583326,0.001517061,0.008839698],"category_scores_gemma":[0.01014416,0.000841099,0.00193681,0.005874863,0.002866225,0.005069617,0.002921024,0.002994238,0.002473944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003174641,"about_ca_system_score_gemma":0.005652375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005676092,"about_ca_topic_score_gemma":0.005502345,"domain_scores_codex":[0.9951028,0.002045671,0.0004435935,0.0007003344,0.001453924,0.0002538446],"domain_scores_gemma":[0.9958516,0.001514002,0.0004239307,0.0006081329,0.001419404,0.0001829486],"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":[0.00001088297,0.00002947522,0.0003065894,0.0002250046,0.00002436484,0.0001333867,0.0004781945,0.01719238,0.0008217519,0.9066412,0.004328891,0.0698079],"study_design_scores_gemma":[0.00002279375,0.00005880702,0.0003699856,0.000325443,0.00003602255,0.0003149636,0.0004183009,0.1173382,0.0008774968,0.7905461,0.08964124,0.00005067945],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0003742375,0.0002270172,0.99436,0.0001709976,0.00003161351,0.00009286812,0.0001003126,0.0001288585,0.004514134],"genre_scores_gemma":[0.01358935,0.000371511,0.9841463,0.00006589096,0.00004927246,0.0003971546,0.0002662471,0.00005425251,0.00106013],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008839698,"threshold_uncertainty_score":0.036551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140603319947625,"score_gpt":0.2524686991735284,"score_spread":0.2310626659740521,"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."}}