{"id":"W1009154714","doi":"10.1145/1868914.1869010","title":"Comprehending parametric CAD models","year":2010,"lang":"en","type":"article","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"CAD; Computer science; Engineering drawing; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000243822,0.00005284055,0.00004850585,0.00007447068,0.00002466333,0.00002946384,0.0000593473,0.00004057371,0.0002488065],"category_scores_gemma":[0.00000355772,0.00004738117,0.00001323712,0.000100209,0.000004669934,0.000117144,0.000008369513,0.000106299,0.00002337798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005192684,"about_ca_system_score_gemma":0.000001658932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001001315,"about_ca_topic_score_gemma":0.000006473661,"domain_scores_codex":[0.9997306,0.00000104402,0.00006306261,0.00005816288,0.00005201187,0.00009507577],"domain_scores_gemma":[0.9998553,0.00001322377,0.000005462367,0.00008373224,0.000009268514,0.00003298237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[2.762046e-7,0.00000338565,0.00005256727,0.00001599864,0.000003362857,2.632911e-7,0.0000278313,0.9890757,0.0002285829,0.004335639,0.0002864106,0.005969987],"study_design_scores_gemma":[0.00005549693,0.000001906831,0.0002480215,0.000001588282,0.000002158846,0.000001461942,0.000004618131,0.9892155,0.007606033,0.00121112,0.001576601,0.00007547298],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.293598,0.00004685292,0.5451306,0.00001678238,0.0005469991,0.00006512597,0.0000013049,0.0007180924,0.1598763],"genre_scores_gemma":[0.9861149,0.00001797871,0.01351764,0.00001310471,0.00003516732,0.000004000429,0.000002613374,0.00001174865,0.0002829138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6925169,"threshold_uncertainty_score":0.2724257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372942715364354,"score_gpt":0.2056302345686979,"score_spread":0.1919008074150544,"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."}}