{"id":"W1567853920","doi":"","title":"The role of associations in CAD and PLM for handling change propagation during product development","year":2006,"lang":"en","type":"article","venue":"Espace ÉTS (ETS)","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Product data management; CAD; Software engineering; Abstraction; New product development; Product design; Electronic design automation; Product lifecycle; Product (mathematics); Human–computer interaction; Engineering drawing; Engineering; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004798843,0.00009689143,0.0001061829,0.0001467008,0.0003311191,0.0001153406,0.00007456444,0.00003148962,0.000002339758],"category_scores_gemma":[0.000157797,0.00008014247,0.0000157527,0.0002988737,0.00001779335,0.0005256468,0.00004271298,0.00004657202,0.000005231717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005801873,"about_ca_system_score_gemma":0.00003084293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001573258,"about_ca_topic_score_gemma":0.001383753,"domain_scores_codex":[0.9992364,0.000007166934,0.0002265933,0.0001885227,0.0001488863,0.0001924404],"domain_scores_gemma":[0.9995316,0.00002455704,0.0002191686,0.00008467753,0.0001358398,0.00000415413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001584036,0.0001840623,0.8944082,0.0004313666,0.00004940123,0.000001014812,0.003215786,0.0002926889,0.01939497,0.02812883,0.000604707,0.05313058],"study_design_scores_gemma":[0.0008174722,0.000003030834,0.94306,0.00007041646,0.00002038584,3.302116e-7,0.0004807849,0.001745038,0.01670515,0.001644776,0.0352217,0.00023087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953734,0.0005848223,0.0001080179,0.001829683,0.0001481878,0.0009045881,0.00000113555,0.0000446202,0.001005589],"genre_scores_gemma":[0.9981999,0.000009735259,0.0003546843,0.00002810084,0.0005011974,0.000170417,0.00005045537,0.00001438727,0.0006710988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05289971,"threshold_uncertainty_score":0.3268115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088117782630764,"score_gpt":0.202727399761777,"score_spread":0.1918462219354694,"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."}}