{"id":"W2785584478","doi":"10.1109/epec.2017.8286172","title":"A low power cybersecurity mechanism for WSNs in a smart grid environment","year":2017,"lang":"en","type":"article","venue":"","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Power grid; Smart grid; Computer science; Computer security; Mechanism (biology); Power (physics); Embedded system; Distributed computing; Electrical engineering; Engineering; Physics","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":[0.0001326535,0.0001195255,0.00013301,0.00004102032,0.0001333224,0.00005103252,0.0002602042,0.00008928895,0.0001681476],"category_scores_gemma":[0.00003440819,0.0001102613,0.00006341708,0.0000150766,0.00004396959,0.0001552531,0.00005770627,0.0001153351,0.00008476412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005002838,"about_ca_system_score_gemma":0.0000070559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005920697,"about_ca_topic_score_gemma":0.0003584039,"domain_scores_codex":[0.9992936,0.000006204669,0.0001410628,0.0001740467,0.0001090026,0.0002760679],"domain_scores_gemma":[0.9994696,0.00002601982,0.00002180852,0.0004051985,0.000006915872,0.00007046712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003557723,0.002475074,0.01966687,0.001478791,0.0005261835,0.000453698,0.02578415,0.02247489,0.1074602,0.7123891,0.09752851,0.009406716],"study_design_scores_gemma":[0.008155492,0.0006676179,0.09771155,0.0003924406,0.00007141611,0.00005493197,0.001635375,0.2716407,0.3684127,0.05703366,0.1908836,0.003340503],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544387,0.00007523083,0.0191493,0.0007936975,0.002361754,0.0007292461,0.00004267605,0.0002050941,0.02220433],"genre_scores_gemma":[0.9982678,0.00007868077,0.001154682,0.00008316771,0.00009611324,0.00006395245,0.000002891637,0.00001595897,0.0002368095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6553555,"threshold_uncertainty_score":0.4496324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007686090591517656,"score_gpt":0.2049646124393003,"score_spread":0.1972785218477826,"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."}}