{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001417605,0.001202972,0.0007192091,0.001809573,0.0004955194,0.000947118,0.0008820977,0.001861415,0.005904281],"category_scores_gemma":[0.002619549,0.0003569431,0.0005310074,0.0008767692,0.0005979785,0.001140247,0.000685622,0.001120214,0.003804178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009738341,"about_ca_system_score_gemma":0.0005691753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005403354,"about_ca_topic_score_gemma":0.001274827,"domain_scores_codex":[0.9971853,0.0004537222,0.00008307974,0.0004160971,0.001721705,0.000140129],"domain_scores_gemma":[0.997918,0.0004771781,0.0002248576,0.0003209542,0.0009998615,0.00005916686],"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":[0.001071872,0.0002336694,0.009022385,0.0007948074,0.0001251057,0.0003196332,0.0002485281,0.008212108,0.6289331,0.0114009,0.00945601,0.3301819],"study_design_scores_gemma":[0.0001065097,0.001950411,0.01584061,0.0002081718,0.0002266788,0.002301353,0.0001270534,0.08738359,0.7956312,0.00208446,0.09393152,0.0002084101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1168565,0.004004573,0.8416169,0.000771008,0.001340213,0.0005401962,0.001078116,0.00831404,0.02547846],"genre_scores_gemma":[0.5299767,0.001463099,0.4445193,0.0007585437,0.0002134193,0.0003033699,0.00172238,0.0003031391,0.02074013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005904281,"threshold_uncertainty_score":0.01975179,"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."}}