{"id":"W2955501592","doi":"10.29173/mocs70","title":"A Collaborative Scheme for DFX Techniques in Concurrent Engineering Mitigated with Total Design Activity Model","year":2019,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Concurrent engineering; Factory (object-oriented programming); Scheme (mathematics); Manufacturing engineering; Computer science; Machine tool; Systems engineering; Engineering; Industrial engineering; Operations management","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":[0.01236292,0.001116305,0.0006102706,0.003672156,0.002489641,0.003999651,0.002178389,0.001296298,0.004617732],"category_scores_gemma":[0.01269764,0.0005858654,0.001640146,0.00277443,0.003906682,0.005579163,0.005268521,0.001858267,0.0007899341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004047693,"about_ca_system_score_gemma":0.005284559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003845397,"about_ca_topic_score_gemma":0.005099163,"domain_scores_codex":[0.9884212,0.00675843,0.0007632701,0.001217583,0.002456409,0.0003831015],"domain_scores_gemma":[0.9919011,0.003983415,0.000578187,0.001853068,0.00140719,0.0002770063],"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":[0.00008941273,0.000162292,0.002684761,0.0005880589,0.00006871064,0.0001686672,0.007635252,0.04582286,0.004517901,0.6444865,0.00202454,0.2917511],"study_design_scores_gemma":[0.0001050893,0.0005088425,0.001930672,0.0007143338,0.0001425231,0.0005930734,0.003954145,0.3144392,0.007380129,0.5602294,0.1098783,0.0001243912],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005323374,0.0001190952,0.9841399,0.0003124239,0.00001744478,0.0002578991,0.00003291507,0.0001580279,0.00963886],"genre_scores_gemma":[0.1556299,0.0001609222,0.8401731,0.00006547593,0.000009402112,0.0006789846,0.00009633981,0.00004554769,0.003140213],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01236292,"threshold_uncertainty_score":0.06538218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006325324029133782,"score_gpt":0.1821536452280195,"score_spread":0.1758283211988857,"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."}}