{"id":"W4308642527","doi":"10.1145/3548606.3563535","title":"Poster","year":2022,"lang":"en","type":"article","venue":"Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Drone; Spoofing attack; Swarm behaviour; Computer science; Crash; Exploit; Artificial intelligence; Computer security; Swarm robotics","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":["open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0005759521,0.0001834536,0.000257024,0.0001107926,0.0008081991,0.0002515898,0.00888887,0.00003858709,0.0000316396],"category_scores_gemma":[0.00006773006,0.0001569238,0.0001139489,0.0005433921,0.0001505117,0.0003125493,0.0115088,0.0005394007,0.00000526223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006792283,"about_ca_system_score_gemma":0.00007265338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003893567,"about_ca_topic_score_gemma":0.000004501704,"domain_scores_codex":[0.9984068,0.0001184359,0.0003684805,0.000388768,0.0004791691,0.0002383999],"domain_scores_gemma":[0.9971772,0.0002065617,0.0003246417,0.001912606,0.0003002511,0.00007873066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002670926,0.0005702726,0.004779995,0.00005900821,0.000091161,5.618726e-7,0.004821094,0.0000126039,0.001941676,0.9656637,0.006067785,0.0159654],"study_design_scores_gemma":[0.003657974,0.001332527,0.03087575,0.000255721,0.0001236238,0.0002188468,0.0018852,0.6766458,0.002730319,0.2194912,0.06114452,0.00163858],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.705249,0.00310123,0.02094435,0.1927213,0.004092242,0.006038298,0.000809957,0.001483822,0.06555986],"genre_scores_gemma":[0.996768,0.00004640031,0.002321554,0.0005940142,0.00002551459,0.000141397,0.000007166186,0.000008769302,0.00008720855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7461725,"threshold_uncertainty_score":0.9964859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03253762696232373,"score_gpt":0.2556338187457686,"score_spread":0.2230961917834448,"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."}}