{"id":"W4402688149","doi":"10.2514/6.2024-3570","title":"Development and Flight Testing of a Passive Collection Uncrewed Aircraft System for Dolphin Health Assessment","year":2024,"lang":"en","type":"article","venue":"","topic":"Vehicle Noise and Vibration Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Aeronautics; System testing; Systems engineering; Engineering; Computer science; Aerospace engineering; Software engineering","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":[0.0001879588,0.00007866845,0.0001468973,0.0000847136,0.0000717294,0.00004147579,0.00002208426,0.00003078331,0.000003835666],"category_scores_gemma":[0.00001025375,0.0000678514,0.00001909867,0.0001707149,0.000003965632,0.00007320378,0.000007190432,0.00004428099,0.000001460385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765622,"about_ca_system_score_gemma":0.000172597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002189917,"about_ca_topic_score_gemma":0.00005242034,"domain_scores_codex":[0.9994183,0.0000117023,0.0002596453,0.0001103493,0.00008291711,0.0001170722],"domain_scores_gemma":[0.9997069,0.000133249,0.00002263414,0.00004639748,0.00004432378,0.00004655879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007888168,0.0001181157,0.002425973,0.02884031,0.001424565,0.0000206883,0.00831791,0.03883565,0.1739349,0.04797124,0.03480057,0.6632312],"study_design_scores_gemma":[0.0004114316,0.00007343779,0.000852079,0.0003130643,0.00001282908,0.000006810931,0.0004361896,0.9653512,0.02485659,0.00001855746,0.007562756,0.000105019],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1042128,0.0006365858,0.8889015,0.0006447799,0.0005649588,0.000981204,0.00001362723,0.0008471126,0.003197401],"genre_scores_gemma":[0.9352285,0.000005530599,0.06437025,0.00002566104,0.00005416664,0.0001327814,0.000005784695,0.00001508579,0.0001622328],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9265156,"threshold_uncertainty_score":0.27669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943971563917207,"score_gpt":0.2620337719576527,"score_spread":0.2425940563184806,"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."}}