{"id":"W4226169122","doi":"10.1109/access.2022.3160047","title":"GNSS Spoofing Detection and Mitigation in Multireceiver Configuration via Tracklets and Spoofer Localization","year":2022,"lang":"en","type":"article","venue":"IEEE Access","topic":"GNSS positioning and interference","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"GNSS applications; Spoofing attack; Pseudorange; Computer science; Position (finance); GNSS augmentation; Global Positioning System; Telecommunications; Computer security","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008684849,0.00007284274,0.00006943083,0.0001118107,0.0001196379,0.00007703398,0.00004616848,0.00003426956,0.0000296245],"category_scores_gemma":[0.000006989849,0.00008767074,0.000007847174,0.0001435831,0.00001731945,0.0004382022,0.00001330782,0.0001192938,0.000001758252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006434762,"about_ca_system_score_gemma":0.000003334662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001313159,"about_ca_topic_score_gemma":0.00007842239,"domain_scores_codex":[0.9995293,0.00003525091,0.0001324795,0.0001291564,0.00008340292,0.00009039676],"domain_scores_gemma":[0.9998582,0.00002190205,0.0000244892,0.00005091118,0.00002085694,0.00002366038],"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":[0.00006773056,0.00005747049,0.01795507,0.0001821732,0.00002470885,0.00001026849,0.003963652,0.5903149,0.256145,0.0001185804,0.0001680284,0.1309925],"study_design_scores_gemma":[0.0003774096,0.00003462169,0.07503752,0.00003287994,0.000007752092,0.00001923571,0.00008638576,0.8231046,0.1007407,0.0002642008,0.0001475348,0.0001471665],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9042408,0.00008184335,0.09474672,0.00001849877,0.0002944629,0.0001113718,0.000003045757,0.00007573651,0.000427501],"genre_scores_gemma":[0.9997908,0.00002488223,0.00002870984,0.00004455595,0.00002823492,0.00004147635,0.00001437782,0.00001173114,0.00001515599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2327897,"threshold_uncertainty_score":0.3575109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009946912617459,"score_gpt":0.2299859985642172,"score_spread":0.2198865294380426,"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."}}