{"id":"W2027725047","doi":"10.1109/isgt-asia.2014.6873828","title":"Communication networks and non-technical energy loss control system for smart grid networks","year":2014,"lang":"en","type":"article","venue":"","topic":"Electricity Theft Detection Techniques","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"General Packet Radio Service; Smart grid; Computer science; Computer network; Quality of service; Packet loss; Overhead (engineering); Telecommunications network; Control (management); Network packet; Computer security; Telecommunications; Wireless; Engineering; Electrical 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":[0.000421104,0.0004319015,0.0002893831,0.0004142725,0.0004399243,0.001268207,0.0006352694,0.0004313465,0.002029313],"category_scores_gemma":[0.0008103194,0.00008399244,0.0002215325,0.0004542116,0.0003592659,0.001091722,0.0004404503,0.0005100595,0.0004318842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000751625,"about_ca_system_score_gemma":0.0004866354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615056,"about_ca_topic_score_gemma":0.0009678787,"domain_scores_codex":[0.9996,0.00007694341,0.00002941667,0.0001009966,0.0001586608,0.00003402193],"domain_scores_gemma":[0.9997171,0.00006606628,0.00005576183,0.00003508138,0.0001146875,0.00001135735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004779514,0.0001870117,0.003826779,0.0005826973,0.00007971754,0.000734432,0.0004032621,0.250159,0.0374557,0.1522266,0.02115347,0.5327134],"study_design_scores_gemma":[0.00004376195,0.000221317,0.002372316,0.000100355,0.00004724706,0.0004544804,0.00012847,0.8845184,0.01867444,0.03178445,0.06161011,0.00004461579],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02412684,0.002501479,0.9452111,0.0009563168,0.0004394447,0.0001972006,0.0001205991,0.00174959,0.0246974],"genre_scores_gemma":[0.9233353,0.002100243,0.05857621,0.0004018913,0.0002854899,0.0002686842,0.000246172,0.00007424054,0.01471172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002029313,"threshold_uncertainty_score":0.006788671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002680824538446008,"score_gpt":0.1796261807292532,"score_spread":0.1769453561908072,"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."}}