{"id":"W4416074857","doi":"10.3390/drones9110776","title":"Assessment of GNSS Performance and Error Bounding for SAIL III UAS Operations","year":2025,"lang":"en","type":"article","venue":"Drones","topic":"Air Traffic Management and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"GNSS applications; Dilution of precision; Bounding overwatch; Reliability (semiconductor); GNSS augmentation; Satellite navigation; Visibility","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001465574,0.00075663,0.0003322405,0.001140043,0.0002189231,0.0009185353,0.0003118553,0.0004650652,0.0005845519],"category_scores_gemma":[0.004503691,0.0001368547,0.0002394877,0.0008264951,0.0003681937,0.0006323623,0.000531902,0.0003126349,0.0002226228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005162155,"about_ca_system_score_gemma":0.0004268092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004588908,"about_ca_topic_score_gemma":0.003386629,"domain_scores_codex":[0.9992108,0.0001801712,0.00003901317,0.00009386285,0.0004090478,0.00006693537],"domain_scores_gemma":[0.9977764,0.001155917,0.0003685794,0.0001380111,0.0004799476,0.00008103126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001074145,0.0001611829,0.07889982,0.0004574969,0.0001427225,0.0003009929,0.000335306,0.7180135,0.06232473,0.002263691,0.0008030803,0.1352233],"study_design_scores_gemma":[0.00003551325,0.001833738,0.1557279,0.0001680819,0.0001187597,0.0003427896,0.0007033605,0.7549777,0.08041803,0.001448571,0.004108623,0.0001168775],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328473,0.001026751,0.05622066,0.0001401109,0.00001992604,0.00005715267,0.0005601593,0.000456831,0.008671144],"genre_scores_gemma":[0.9912851,0.0003151764,0.007612074,0.000009604405,0.000005868502,0.00001179672,0.0003399586,0.00002162694,0.0003987268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004588908,"threshold_uncertainty_score":0.009124398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008593755812280135,"score_gpt":0.2575810647632524,"score_spread":0.2489873089509723,"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."}}