{"id":"W141842331","doi":"10.1007/978-3-319-10347-1_3","title":"Wireless Communications Technologies for the SGCN","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in computer science","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Wireless; Software deployment; Telecommunications; Computer network; Computer science; Wireless network; Focus (optics); Access technology; IEEE 802","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":[0.0005967318,0.0002340557,0.0002397289,0.0002364134,0.0003548107,0.0001450841,0.003629572,0.0001828933,0.000004091915],"category_scores_gemma":[0.00002894598,0.000185942,0.0000791342,0.0001798844,0.001825951,0.0001037953,0.0008909274,0.0005486688,0.00002432416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001106042,"about_ca_system_score_gemma":0.00006846186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006678422,"about_ca_topic_score_gemma":0.00007781153,"domain_scores_codex":[0.9987022,0.000005019969,0.0002770894,0.0003721185,0.0002830618,0.0003605197],"domain_scores_gemma":[0.9976376,0.0004388434,0.00006174257,0.00174596,0.00007932087,0.00003653406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002156234,0.000008793232,0.00002822254,0.0001499191,0.00001590771,0.000002691512,0.0003381751,0.01538723,0.0001071176,0.6090555,0.0008008666,0.3741035],"study_design_scores_gemma":[0.0001273225,0.00003333711,0.0001437751,0.000300449,0.00001143414,0.0000105538,0.000008581585,0.7139466,0.0005358836,0.01062849,0.2738218,0.0004317204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0002893988,0.003358087,0.9496984,0.001319178,0.003470433,0.0009280556,0.00001382847,0.001107242,0.03981535],"genre_scores_gemma":[0.8949084,0.009473298,0.08477612,0.0005509984,0.00122376,0.0003423931,0.00001032444,0.0002053056,0.008509425],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.894619,"threshold_uncertainty_score":0.7582497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01871981267605909,"score_gpt":0.2325810277660566,"score_spread":0.2138612150899976,"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."}}