{"id":"W6966862082","doi":"10.4224/40003498","title":"Ongoing test method development and characterization of RPAS vehicle response for complex airflow applications","year":2025,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Wind tunnel; Airflow; Flow (mathematics); Key (lock); Turbulence; Process (computing); Clear-air turbulence; Limit (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004745477,0.0009235277,0.0005176323,0.001487056,0.0005388386,0.001339271,0.002535591,0.0007640091,0.005148205],"category_scores_gemma":[0.00386431,0.0002732258,0.000596143,0.000760667,0.0005207061,0.001004119,0.0006549815,0.0007823365,0.001963283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231494,"about_ca_system_score_gemma":0.001674365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006166773,"about_ca_topic_score_gemma":0.008684269,"domain_scores_codex":[0.9958405,0.0004675065,0.0001438344,0.0003304821,0.002994168,0.0002234657],"domain_scores_gemma":[0.9936632,0.0004340684,0.0003186193,0.0006790662,0.004752948,0.0001521258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003445626,0.0007731634,0.007244617,0.0007926458,0.0001006709,0.0002666411,0.0004897154,0.0229598,0.6871201,0.002203663,0.007223527,0.2704808],"study_design_scores_gemma":[0.00007023486,0.002797968,0.01520562,0.0001257545,0.00006132383,0.0005054625,0.000635636,0.08682713,0.813523,0.0006431093,0.07948495,0.0001198694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2106565,0.001002076,0.753031,0.0007112192,0.0004915302,0.003573778,0.002554883,0.008234664,0.01974439],"genre_scores_gemma":[0.5322486,0.0008996988,0.4382838,0.0004639139,0.00009698656,0.00230917,0.003751808,0.001027668,0.02091846],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006166773,"threshold_uncertainty_score":0.02509683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0700787248926436,"score_gpt":0.3620158583618875,"score_spread":0.2919371334692439,"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."}}