{"id":"W602707730","doi":"10.1007/978-3-319-10347-1","title":"Wireless Communications Networks for the Smart Grid","year":2014,"lang":"en","type":"book","venue":"SpringerBriefs in computer science","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Wireless; Smart grid; Telecommunications; Computer network; Grid; Distributed computing; Electrical engineering; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001143894,0.0002764813,0.0003060631,0.0001787253,0.0004751724,0.0002215072,0.003871876,0.0001849267,0.000004870657],"category_scores_gemma":[0.00002107625,0.0002283668,0.000109663,0.000385101,0.001300133,0.0001635486,0.0007769968,0.0007414567,0.00001776648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000226904,"about_ca_system_score_gemma":0.0002097209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001259477,"about_ca_topic_score_gemma":0.000218566,"domain_scores_codex":[0.9982799,0.00002288461,0.0003630618,0.0004418256,0.0003465578,0.0005457637],"domain_scores_gemma":[0.9970966,0.0008026884,0.00007640449,0.001829389,0.0000966995,0.00009822741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007302249,0.00004364355,0.0001785757,0.0003245625,0.00005220622,0.000005819757,0.0008574089,0.7386029,0.00002483792,0.052572,0.04424255,0.1630882],"study_design_scores_gemma":[0.00008919933,0.0000163054,0.0003740694,0.0001687011,0.000007853852,0.000005154127,0.000001044817,0.7475334,0.00001805146,0.0004390023,0.2511144,0.0002328687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0001359182,0.00201062,0.9682209,0.0002887427,0.008557615,0.0007336076,0.000009918693,0.0002657515,0.01977693],"genre_scores_gemma":[0.6307564,0.02459479,0.2021653,0.008684712,0.04818467,0.002651041,0.0002849237,0.001266599,0.08141152],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7660556,"threshold_uncertainty_score":0.9312528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400722427717541,"score_gpt":0.2282251691854196,"score_spread":0.2142179449082442,"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."}}