{"id":"W4308096604","doi":"10.1109/iss55898.2022.9926378","title":"GNSS Spoofing detector for GNSS aided Inertial System","year":2022,"lang":"en","type":"article","venue":"","topic":"GNSS positioning and interference","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Spoofing attack; GNSS applications; Detector; Computer science; Global Positioning System; Standard deviation; GNSS augmentation; Real-time computing; Telecommunications; Computer security; Electronic engineering; Engineering; Mathematics; Statistics","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":[0.00009223483,0.00009043729,0.000108202,0.00005812423,0.0001596158,0.00003221524,0.0001354133,0.00002346634,0.0001437601],"category_scores_gemma":[0.00001054998,0.00009275066,0.00005560361,0.00008414771,0.000006232765,0.00005530183,0.00003996169,0.0001099342,0.00002452648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414285,"about_ca_system_score_gemma":0.000009065399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003952146,"about_ca_topic_score_gemma":0.000006623019,"domain_scores_codex":[0.9994202,0.00001442123,0.0001545612,0.0001195501,0.00009843435,0.0001928108],"domain_scores_gemma":[0.9997593,0.0000403908,0.00001444422,0.0001251725,0.00002100859,0.0000397398],"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":[0.0002128941,0.00009732331,0.0005745767,0.001304483,0.0002792092,0.0000231469,0.002223266,0.4763754,0.4208746,0.04108234,0.04501403,0.01193877],"study_design_scores_gemma":[0.0008373161,0.0002599593,0.0003262447,0.00007426993,0.00003005472,0.000063235,0.001158005,0.8622836,0.1228791,0.00006164394,0.01158734,0.0004391518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8623243,0.0001218312,0.1036421,0.00005125486,0.002006095,0.0003234364,0.00005260605,0.001556705,0.02992167],"genre_scores_gemma":[0.9979123,4.35756e-7,0.00109142,0.00003595147,0.0001165935,0.000199193,0.00001222565,0.00002631125,0.0006055351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3859082,"threshold_uncertainty_score":0.3782262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008445341112276577,"score_gpt":0.1825278846748652,"score_spread":0.1740825435625886,"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."}}