{"id":"W2083900280","doi":"10.4271/2013-01-2329","title":"Part Redesign: From Fastened Assembly to Co-Cured Concept","year":2013,"lang":"en","type":"article","venue":"SAE International Journal of Aerospace","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Manufacturing engineering; Engineering drawing; Engineering; Computer science; Systems engineering","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":[0.00007925176,0.0001192564,0.0001602094,0.00009337285,0.00002371634,0.0001656393,0.0003349925,0.0000575966,0.0007195144],"category_scores_gemma":[0.00005743475,0.0001081763,0.00006600021,0.00005335925,0.00001292462,0.000365107,0.00002199569,0.000140843,0.000109683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009023841,"about_ca_system_score_gemma":0.00002279965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004008515,"about_ca_topic_score_gemma":0.00001023396,"domain_scores_codex":[0.9990525,0.00001497545,0.0003160494,0.00009188104,0.0003915492,0.0001330934],"domain_scores_gemma":[0.9992305,0.00005246277,0.0001308319,0.00008748527,0.000371609,0.0001271358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007270543,0.00006284079,0.001011748,0.00001142094,0.0004854759,0.00003755849,0.001763822,0.7726365,0.04140649,0.0001952657,0.1661537,0.01616249],"study_design_scores_gemma":[0.00610842,0.0007003504,0.08014657,0.001147518,0.0001329877,0.0001530759,0.001491679,0.04895389,0.6968369,0.002968743,0.1597012,0.001658738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8022178,0.0005247648,0.1831384,0.004608069,0.004749794,0.0002713031,0.00005204731,0.0001425233,0.004295311],"genre_scores_gemma":[0.988409,0.00008596144,0.01022223,0.0002507061,0.000627289,0.000005688802,0.00001545976,0.00002349104,0.0003601865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7236826,"threshold_uncertainty_score":0.7878179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009531075774877702,"score_gpt":0.2365076071281276,"score_spread":0.2269765313532499,"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."}}