{"id":"W6888580618","doi":"10.21227/jp37-y129","title":"HITL UAV DoS GPS Spoofing Attacks (MAVLink)","year":2020,"lang":"en","type":"dataset","venue":"IEEE DataPort","topic":"Domain Adaptation and Few-Shot Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Autopilot; Global Positioning System; Flight plan; Spoofing attack; Data collection; Plan (archaeology); Software","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005808227,0.0005276889,0.0006066095,0.0002555721,0.0002567986,0.000618276,0.003720057,0.0003541008,0.0004556857],"category_scores_gemma":[0.000190697,0.0005455393,0.0001839888,0.0006447816,0.00008401676,0.0007843742,0.000802854,0.001226514,0.009237801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000816575,"about_ca_system_score_gemma":0.0004087331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001170084,"about_ca_topic_score_gemma":0.00003264098,"domain_scores_codex":[0.996286,0.0001297967,0.0007222577,0.001311555,0.0009367196,0.0006136702],"domain_scores_gemma":[0.9965131,0.0001420893,0.0005432048,0.002303714,0.00009627387,0.0004015794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006728176,0.00003816307,0.000008593238,0.00007513133,0.00004856643,0.0006041442,0.00007926974,0.00007838076,0.00002473881,0.00009435298,0.9932393,0.005702624],"study_design_scores_gemma":[0.0002493682,0.00005293885,0.00004911704,0.00008167901,0.0000397505,0.00007142931,0.00001912658,0.002436074,0.00004774262,0.00004819825,0.9962871,0.0006174524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000005054785,0.00008196826,0.07803924,0.000520965,0.002959062,0.0002828678,0.9170917,0.0003359441,0.0006832313],"genre_scores_gemma":[0.00006447149,0.0001481774,0.007857072,0.003820764,0.000901143,0.00002697868,0.9865527,0.00003652088,0.0005921975],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07018217,"threshold_uncertainty_score":0.9996996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04234539135689908,"score_gpt":0.2896495723318982,"score_spread":0.2473041809749991,"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."}}