{"id":"W7164166619","doi":"10.4050/f-0079-2023-0092","title":"S-97 RAIDER® Propulsor Flight Loads and Validation","year":2023,"lang":"","type":"article","venue":"","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Propulsor; Wake; Aerodynamics; Propeller; Airframe; Thrust; Rotor (electric); Computational fluid dynamics; Wind tunnel; Detached eddy simulation","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003166258,0.0003172679,0.0002679147,0.0001571272,0.0003832798,0.0001251111,0.000342204,0.0002601926,0.004126693],"category_scores_gemma":[0.0001619543,0.0002806769,0.00006730724,0.001076392,0.0007018247,0.0006809075,0.0006142209,0.0002426888,0.01240673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001203752,"about_ca_system_score_gemma":0.00001485851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004841948,"about_ca_topic_score_gemma":0.00003453921,"domain_scores_codex":[0.9976847,0.00004795951,0.0003781182,0.0008025332,0.0004329047,0.0006537606],"domain_scores_gemma":[0.9990948,0.00009651997,0.0001138178,0.0005345463,0.00001205497,0.0001482302],"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":[0.00004613192,0.0001335921,0.02840538,0.00009243552,0.00004105299,0.00004743483,0.0006072797,0.0004973129,0.1334578,0.004448052,0.007555204,0.8246683],"study_design_scores_gemma":[0.001951104,0.0006253547,0.09661566,0.0001577236,0.0001136511,0.00006978737,0.002087996,0.005662559,0.4860789,0.1225361,0.2819399,0.002161224],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819599,0.001101811,0.05657922,0.01787157,0.001083514,0.002580262,0.0000490433,0.00391108,0.03486362],"genre_scores_gemma":[0.9264922,0.001794638,0.007980498,0.0001812883,0.0000469386,0.00005268746,0.00001604096,0.00003468948,0.06340106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8225071,"threshold_uncertainty_score":0.9999645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347064693557108,"score_gpt":0.2631210750959487,"score_spread":0.2284146057402379,"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."}}