{"id":"W6997410551","doi":"","title":"Virtual prototyping for early elastomic product development","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"New product development; Rapid prototyping; Product (mathematics); Virtual prototyping; Product design; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003039135,0.0006007908,0.0004992842,0.001118364,0.0007756929,0.001784479,0.001002089,0.0009714651,0.04887929],"category_scores_gemma":[0.008874663,0.0004396922,0.000447932,0.0004119024,0.0004901768,0.001382757,0.001411356,0.0007003316,0.007280929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885773,"about_ca_system_score_gemma":0.0006190107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002368565,"about_ca_topic_score_gemma":0.0005859584,"domain_scores_codex":[0.997157,0.001110409,0.00008805133,0.0001402389,0.001394004,0.0001102971],"domain_scores_gemma":[0.9950666,0.002252889,0.000223294,0.0007677484,0.00142847,0.0002610068],"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":[0.001203319,0.0002820483,0.001416544,0.0008855091,0.00004532881,0.0009956593,0.0003588382,0.01512556,0.06411646,0.01451892,0.03755205,0.8634997],"study_design_scores_gemma":[0.0004526441,0.003634462,0.009107559,0.0008115911,0.0001312933,0.004025345,0.0006314607,0.1967713,0.2271896,0.02570206,0.5312423,0.0003004539],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1323234,0.007391027,0.5810958,0.002359694,0.004477561,0.001416479,0.0003678288,0.006145723,0.2644226],"genre_scores_gemma":[0.6202677,0.003044481,0.2605995,0.0002748844,0.0005418552,0.0004660515,0.0003957116,0.001018139,0.1133916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04887929,"threshold_uncertainty_score":0.1635175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009289745527544203,"score_gpt":0.2038808945833588,"score_spread":0.1945911490558146,"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."}}