{"id":"W2086700765","doi":"10.4271/2013-01-2328","title":"Process Change: Redesign of Composite Parts for Structural Integrity","year":2013,"lang":"en","type":"article","venue":"SAE International Journal of Aerospace","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Process (computing); Structural integrity; Composite number; Manufacturing engineering; Process management; Computer science; Engineering; Engineering drawing; Systems engineering; Structural engineering; Algorithm; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006383415,0.0006116442,0.0003627391,0.0005049969,0.0004960839,0.0009117876,0.001074424,0.0007417978,0.005695993],"category_scores_gemma":[0.002288514,0.0002626234,0.0005249617,0.0004373271,0.0005821253,0.001314107,0.0005725605,0.0008469958,0.0008766314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004284199,"about_ca_system_score_gemma":0.001059457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001439068,"about_ca_topic_score_gemma":0.001885004,"domain_scores_codex":[0.9992616,0.00009455405,0.00002583392,0.0001593026,0.0003737941,0.00008492259],"domain_scores_gemma":[0.9989457,0.0002107825,0.0001474436,0.0003800709,0.0002694656,0.00004663661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007230922,0.0007238198,0.003243847,0.000326647,0.00006227654,0.0004014644,0.0005070372,0.2127072,0.2545584,0.01845294,0.003216391,0.5050769],"study_design_scores_gemma":[0.0001258664,0.001517222,0.006932908,0.00004030102,0.0001125329,0.0004927931,0.000299025,0.6765385,0.2670839,0.01436492,0.03242744,0.00006459664],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.306912,0.0003252869,0.6719369,0.0003987804,0.0002177129,0.000262012,0.0001633383,0.003057299,0.0167267],"genre_scores_gemma":[0.8688962,0.0001352255,0.1251483,0.0001021448,0.00003001988,0.00006010992,0.0001622866,0.0002408884,0.005224769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005695993,"threshold_uncertainty_score":0.01905501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02270326159113774,"score_gpt":0.2755729485534909,"score_spread":0.2528696869623532,"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."}}