{"id":"W2996925387","doi":"10.2514/6.2020-1261","title":"Flying Qualities Prediction Tool for Aerial Refuelling Operational Compatibility Assessment","year":2020,"lang":"en","type":"article","venue":"AIAA Scitech 2020 Forum","topic":"Aerospace Engineering and Control Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Aviation; Aeronautics; Marine engineering; Aerospace engineering; Engineering; Frequency spectrum; Telecommunications","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":[0.0002773811,0.0001815775,0.0002532947,0.00002488738,0.0002115874,0.0001170925,0.0001342518,0.00009513277,0.00002561698],"category_scores_gemma":[0.00006379518,0.0001895836,0.00009782113,0.0001374964,0.00001657941,0.0002304188,0.00002700855,0.0001706926,0.00001259317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154488,"about_ca_system_score_gemma":0.00003477684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001484995,"about_ca_topic_score_gemma":0.000007996894,"domain_scores_codex":[0.9987986,0.00002506208,0.0003739778,0.0002517901,0.0002373764,0.0003131999],"domain_scores_gemma":[0.99956,0.00008678096,0.00003411682,0.0001614613,0.00006141657,0.0000962113],"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":[0.0001026561,0.00003620104,0.007970467,0.0008178563,0.0002396526,0.000002826094,0.001916802,0.8776734,0.07242058,0.009071379,0.02584905,0.003899154],"study_design_scores_gemma":[0.0007342999,0.0001133385,0.0007201473,0.00004124819,0.00001707305,0.000001706319,0.0005943752,0.9777454,0.001070015,0.0001253854,0.01860449,0.0002325065],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1116403,0.000191163,0.8823725,0.00205082,0.001452511,0.0007089763,0.0002249221,0.001013886,0.0003449419],"genre_scores_gemma":[0.9924297,0.000009489727,0.006110359,0.0001495243,0.0008808183,0.0002073191,0.0001126207,0.00004020991,0.00006000145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8807893,"threshold_uncertainty_score":0.7730995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587935868595924,"score_gpt":0.2406992784715314,"score_spread":0.2248199197855721,"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."}}