{"id":"W7002291707","doi":"","title":"Multidisciplinary design optimization: a framework for technology integration","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; System integration; Design technology; Technology integration; Key (lock)","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":[0.003964821,0.0006516522,0.001262821,0.001376177,0.00111055,0.00334721,0.001708986,0.002341665,0.02816392],"category_scores_gemma":[0.01718592,0.0004655056,0.0007912532,0.001308811,0.001565756,0.002724217,0.002537293,0.001877736,0.004371222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123006,"about_ca_system_score_gemma":0.002074868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009026905,"about_ca_topic_score_gemma":0.0011228,"domain_scores_codex":[0.996796,0.001579821,0.0001201673,0.0003157429,0.001073786,0.000114477],"domain_scores_gemma":[0.9951906,0.002082678,0.0004521859,0.0006036611,0.001436816,0.0002340497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003249928,0.00005884298,0.0004135403,0.0002478441,0.00004793007,0.0001287322,0.0001850107,0.09545931,0.0007768296,0.7590473,0.02003889,0.1235632],"study_design_scores_gemma":[0.00003129894,0.00004534502,0.0003390828,0.0001352528,0.00001887619,0.0000756821,0.00009000596,0.2037554,0.0006563776,0.7401628,0.0546587,0.00003112089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006189805,0.001303783,0.8935974,0.005783005,0.0007074597,0.0001391792,0.0001142819,0.0001971758,0.09196799],"genre_scores_gemma":[0.4479204,0.003124387,0.4240362,0.001145498,0.001743719,0.0007724876,0.0003731984,0.0004562591,0.1204278],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02816392,"threshold_uncertainty_score":0.09421766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06774204513361491,"score_gpt":0.253529956683929,"score_spread":0.1857879115503141,"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."}}