{"id":"W2090495398","doi":"10.1109/comst.2014.2341600","title":"Energy-Efficient Information and Communication Infrastructures in the Smart Grid: A Survey on Interactions and Open Issues","year":2014,"lang":"en","type":"article","venue":"IEEE Communications Surveys & Tutorials","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":444,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Ontario Ministry of Economic Development and Innovation","keywords":"Smart grid; Open research; Computer science; Grid; Energy (signal processing); Data science; Telecommunications; Distributed computing; World Wide Web; Geography; Engineering; Electrical engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004971376,0.0001487648,0.0002147031,0.0001579445,0.0004032816,0.0003969027,0.001300437,0.00007822456,0.000006327413],"category_scores_gemma":[0.0004827923,0.0001205255,0.00001838373,0.0003349282,0.0002207075,0.0004728879,0.0002953171,0.0003012353,0.000008413427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004247283,"about_ca_system_score_gemma":0.00002099165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007970294,"about_ca_topic_score_gemma":0.01806908,"domain_scores_codex":[0.9960989,0.003058239,0.000423312,0.0001127214,0.0001561303,0.0001507057],"domain_scores_gemma":[0.995586,0.002747217,0.00009568607,0.001429423,0.00009697123,0.00004470218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002934464,0.001522601,0.1086423,0.0003233798,0.0004604739,0.00000144394,0.1091513,0.1669196,0.004026468,0.2148014,0.1705665,0.2232911],"study_design_scores_gemma":[0.0005985475,0.00005723796,0.7701362,0.000110395,0.00001498745,0.000007557906,0.0005574762,0.04504121,0.0003424158,0.001642249,0.1811618,0.0003299081],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762797,0.002241854,0.006341062,0.002182644,0.003137805,0.00114501,0.0002917284,0.0002178516,0.008162295],"genre_scores_gemma":[0.9969249,0.001997124,0.000464508,0.0001449633,0.00008373758,0.00009858239,0.0002653047,0.00001017015,0.00001074386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6614939,"threshold_uncertainty_score":0.9998486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744418565168577,"score_gpt":0.2915558814196621,"score_spread":0.2641116957679763,"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."}}