{"id":"W1523756834","doi":"10.1002/sec.559","title":"A survey on security issues in smart grids","year":2012,"lang":"en","type":"article","venue":"Security and Communication Networks","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Australian Government; U.S. Department of Energy","keywords":"Smart grid; Computer science; Computer security; Grid; Context (archaeology); Key (lock); Grid computing","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":[],"consensus_categories":[],"category_scores_codex":[0.001010411,0.0001646943,0.0002023348,0.00007635582,0.0001423198,0.00004571151,0.000304017,0.0001923196,0.00002966939],"category_scores_gemma":[0.000044099,0.0001689889,0.00003254341,0.000305718,0.0001153404,0.0002627794,0.0001148482,0.0006561755,0.00001848871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003650495,"about_ca_system_score_gemma":0.000005769172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004188372,"about_ca_topic_score_gemma":0.003378718,"domain_scores_codex":[0.9987962,0.0003430112,0.0002385819,0.0001325694,0.000127356,0.0003622443],"domain_scores_gemma":[0.9989344,0.0003180196,0.00003072185,0.0005652019,0.00002715577,0.0001245272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000244877,0.001349862,0.8202341,0.0002599804,0.0001330016,0.000005550274,0.05160114,0.03249932,0.00002266509,0.03684216,0.04266181,0.0141455],"study_design_scores_gemma":[0.0006212126,0.0000585836,0.7481072,0.0002030079,0.00001131822,0.000006697224,0.0005156859,0.2149702,0.00009674996,0.002959314,0.03186317,0.0005868931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639067,0.02995095,0.00009928158,0.0002526027,0.0004439552,0.0002109736,0.00001393588,0.0001945117,0.004927108],"genre_scores_gemma":[0.9871318,0.01243075,0.00003014349,0.0001471715,0.0001295131,0.00002141442,0.00008036722,0.00001615199,0.00001265053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1824708,"threshold_uncertainty_score":0.6891167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301757511986825,"score_gpt":0.2430578300045461,"score_spread":0.2300402548846778,"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."}}