{"id":"W3104821128","doi":"10.1115/detc2001/cie-21265","title":"Definition Clarification and Review on Virtual Prototyping","year":2001,"lang":"en","type":"article","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Confusion; Virtual prototyping; Virtual reality; Computer science; Human–computer interaction; Software engineering; Psychology; Simulation","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":[0.00005521211,0.00004772661,0.00004712,0.00002354973,0.00002617587,0.00001427913,0.00001829811,0.00002656135,0.00009415666],"category_scores_gemma":[0.000009055226,0.00004188305,0.000007052843,0.00004627545,0.000003714464,0.00007077181,0.000002533614,0.00004558731,0.00002376023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001032499,"about_ca_system_score_gemma":0.000001665631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001275173,"about_ca_topic_score_gemma":9.059038e-7,"domain_scores_codex":[0.9997597,0.00000477024,0.00007520505,0.00006468848,0.00004265075,0.00005300951],"domain_scores_gemma":[0.9998984,0.000007136942,0.000009300121,0.00005691268,0.0000106704,0.00001760167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003370626,0.00006721003,0.0004931827,0.004664108,0.00003294228,0.000003931857,0.0002034681,0.036508,0.0003318629,0.1158084,0.003783387,0.8380698],"study_design_scores_gemma":[0.002579487,0.0008151368,0.03680497,0.01302312,0.0001900647,0.0001308772,0.0001403795,0.491012,0.02829697,0.01718961,0.4070694,0.002748002],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06132079,0.0153175,0.5098779,0.001751531,0.0003097891,0.00262158,0.000003328261,0.002031571,0.406766],"genre_scores_gemma":[0.9342341,0.05967888,0.004837131,0.0007634796,0.00005110907,0.0001443491,0.00002890402,0.00002201502,0.0002400014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8729134,"threshold_uncertainty_score":0.1707941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314231641604507,"score_gpt":0.2228183973487359,"score_spread":0.1996760809326908,"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."}}