{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002929555,0.001031613,0.000432647,0.0004507395,0.0001411629,0.001288654,0.0008484279,0.0008734389,0.00543829],"category_scores_gemma":[0.02754139,0.0002655367,0.0005255821,0.0002405032,0.0002817725,0.001682392,0.000855537,0.0004596775,0.001204283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001260177,"about_ca_system_score_gemma":0.0001722341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002555475,"about_ca_topic_score_gemma":0.0002180093,"domain_scores_codex":[0.9981919,0.0007385549,0.0001069789,0.0003359404,0.000549654,0.0000769638],"domain_scores_gemma":[0.9807164,0.0150195,0.000905706,0.001535254,0.001565856,0.0002572596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002633854,0.001378493,0.04767846,0.002479026,0.0002259847,0.0009490043,0.03252535,0.01023634,0.4180602,0.002448284,0.004079245,0.4773057],"study_design_scores_gemma":[0.0007430948,0.03032288,0.3523405,0.001044336,0.001017147,0.01009012,0.03193253,0.270961,0.2141348,0.008711433,0.07809377,0.0006084695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070308,0.0002451558,0.08842451,0.00008898586,0.00001860019,0.0001697568,0.00009601079,0.0005612298,0.003364934],"genre_scores_gemma":[0.9452896,0.0002280187,0.05178053,0.000113464,0.00002004041,0.0001447091,0.0004005114,0.0001456756,0.001877575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00543829,"threshold_uncertainty_score":0.01819295,"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."}}