{"id":"W2044249852","doi":"10.5589/q10-005","title":"Conceptual design of wrap-around-fin rockets using the MDO methodology","year":2010,"lang":"en","type":"article","venue":"Canadian aeronautics and space journal","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multidisciplinary design optimization; Aerodynamics; Conceptual design; Aerospace engineering; Payload (computing); Fin; Engineering; Rocket (weapon); Systems engineering; Multidisciplinary approach; Computer science; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001146534,0.0001132655,0.0002027739,0.000158619,0.0002698942,0.00008254519,0.0001966795,0.0001439793,0.0001506116],"category_scores_gemma":[0.0001171793,0.00008278619,0.00004100622,0.000130004,0.0001621655,0.00006380548,0.00001910077,0.0007268694,0.000003675411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006450947,"about_ca_system_score_gemma":0.0003721396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002816003,"about_ca_topic_score_gemma":0.02088819,"domain_scores_codex":[0.9989483,0.0001929672,0.0002274406,0.00008400479,0.0001720335,0.0003752574],"domain_scores_gemma":[0.9990221,0.0002277774,0.00005218225,0.0001509732,0.0001038056,0.0004431757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001130471,0.00003325774,0.01526618,0.0001691509,0.0007785866,0.0004222878,0.02019831,0.0318462,0.6367172,0.01004255,0.03840517,0.2460081],"study_design_scores_gemma":[0.003433898,0.000706355,0.01055378,0.0002821089,0.0002504172,0.009283816,0.02316312,0.3640525,0.05193632,0.008396031,0.5261204,0.001821302],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968227,0.001778818,0.02762745,0.0007527331,0.0009708429,0.0001551301,0.00001097956,0.00001074787,0.0004663411],"genre_scores_gemma":[0.9906416,0.000222415,0.008636998,0.00004755624,0.0002520545,0.000001358417,5.649661e-7,0.00002170984,0.0001757472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5847809,"threshold_uncertainty_score":0.996978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1186020062692331,"score_gpt":0.3072262338089436,"score_spread":0.1886242275397105,"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."}}