{"id":"W2990924520","doi":"10.1145/3359789.3359847","title":"Out of control","year":2019,"lang":"en","type":"article","venue":"","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Cyber-physical system; Intrusion detection system; Actuator; Drone; Crash; Industrial control system; Real-time computing; Software; Computer security; Control system; Control (management); Artificial intelligence; Engineering","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":[0.001101211,0.001856224,0.0008906212,0.001523541,0.001647828,0.005352334,0.001929698,0.001744214,0.1578924],"category_scores_gemma":[0.003784828,0.0004237346,0.0007809515,0.001001919,0.001225435,0.00376147,0.00368967,0.001782556,0.03823894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196247,"about_ca_system_score_gemma":0.002103144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005598955,"about_ca_topic_score_gemma":0.003536461,"domain_scores_codex":[0.9982207,0.0001991874,0.0001184298,0.0003967481,0.0008013817,0.0002636065],"domain_scores_gemma":[0.9980945,0.0003148024,0.0001425277,0.0005501024,0.0007267307,0.0001713516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007369381,0.0002561824,0.00327811,0.0008420409,0.00009289834,0.001032113,0.0007171678,0.01326717,0.008963047,0.2119135,0.1908675,0.5680333],"study_design_scores_gemma":[0.00007696894,0.0002076658,0.001162778,0.0002964808,0.00004199642,0.0004572386,0.0003249361,0.02527963,0.004928799,0.03518491,0.9319731,0.00006553698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01187288,0.003527188,0.1868968,0.003609091,0.005316375,0.0008193651,0.00305812,0.01042284,0.7744774],"genre_scores_gemma":[0.3682531,0.004676479,0.0473556,0.004714129,0.001789012,0.0008609832,0.008550317,0.002271942,0.5615283],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1578924,"threshold_uncertainty_score":0.5282027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00309119921662651,"score_gpt":0.173843070376973,"score_spread":0.1707518711603465,"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."}}