{"id":"W4366382432","doi":"10.4050/f-0077-2021-16825","title":"S-97 RAIDER® GenHel Model Development and Correlation with Flight Test Data","year":2021,"lang":"en","type":"article","venue":"","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Flight test; Flight simulator; Flight dynamics; Flight management system; Simulation; Engineering; Data modeling; Computer science; Test data; Aerospace engineering; Aerodynamics","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":[0.0000651701,0.00008005753,0.00009814608,0.000023048,0.00003991,0.00005936391,0.00005705857,0.00003590057,0.00005832285],"category_scores_gemma":[0.00001399967,0.00006773474,0.00000568531,0.00006820087,0.000005320298,0.0002084819,0.00003093061,0.0000422482,0.00006402214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001853484,"about_ca_system_score_gemma":0.00004290155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004858815,"about_ca_topic_score_gemma":0.00006270485,"domain_scores_codex":[0.999484,0.000006189709,0.0001508448,0.0001541393,0.0001081388,0.00009668851],"domain_scores_gemma":[0.9996036,0.00004137343,0.00001393601,0.0002521054,0.00003771906,0.00005121496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006280205,0.0000231696,0.004418914,0.00005658306,0.00007629146,0.0000117888,0.000375401,0.9627266,0.002048581,0.0008686567,0.001769768,0.02761795],"study_design_scores_gemma":[0.0004115097,0.000003165768,0.002329919,0.00001565384,0.000008186394,0.000009895403,0.00004687266,0.9886951,0.0004608114,0.00001466897,0.007895025,0.0001092261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03448067,0.00060189,0.8736595,0.00013935,0.0001023605,0.0002029416,0.000009663125,0.0003259573,0.09047768],"genre_scores_gemma":[0.9826691,0.00001125023,0.01056927,0.00004645812,0.00002500296,0.000006044216,0.0001226805,0.00001586393,0.006534379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9481884,"threshold_uncertainty_score":0.2762143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02618640806692286,"score_gpt":0.2067810578977078,"score_spread":0.1805946498307849,"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."}}