{"id":"W4312738012","doi":"10.1109/pesgm48719.2022.9916889","title":"A New Approach to Reliability Assessment and Improvement of Synchrophasor Communications in Smart Grids","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Power &amp; Energy Society General Meeting (PESGM)","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Phasor; Smart grid; Reliability (semiconductor); Data transmission; Transmission (telecommunications); Fault (geology); Computer science; Real-time computing; Probabilistic logic; Wireless; Engineering; Communications system; Telecommunications network; Electric power system; Reliability engineering; Computer network; Power (physics); Telecommunications; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001176699,0.0002584954,0.0003666059,0.00008430298,0.0003466806,0.00003616971,0.0006500616,0.00009683802,0.0000955467],"category_scores_gemma":[0.0000329067,0.0002835284,0.0001889121,0.0006805001,0.0001005762,0.0000843648,0.0006264749,0.0005273595,0.00000194473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004572146,"about_ca_system_score_gemma":0.0001252432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001559738,"about_ca_topic_score_gemma":0.0003200097,"domain_scores_codex":[0.9978313,0.0001913958,0.0005669628,0.0004808434,0.0004888692,0.0004406113],"domain_scores_gemma":[0.998548,0.0001290218,0.00009203435,0.0009928413,0.00004891032,0.0001891664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002604766,0.0005732547,0.003963474,0.0001753723,0.0001702667,0.000001063825,0.009878962,0.779129,0.1492688,0.001242952,0.0529303,0.00264054],"study_design_scores_gemma":[0.003539816,0.0005978621,0.008531308,0.0001739757,0.0001664028,0.00003687524,0.006400019,0.4189343,0.01062659,0.001101992,0.5473093,0.002581444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718887,0.001264455,0.02056216,0.0006847131,0.001112642,0.0003712492,0.00006211313,0.0001551853,0.00389879],"genre_scores_gemma":[0.9047388,0.0004579428,0.09298729,0.0004335668,0.0001025504,0.0003030195,0.00007132731,0.00004969583,0.0008558488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4943791,"threshold_uncertainty_score":0.9999617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676748392273242,"score_gpt":0.2657789060413013,"score_spread":0.2490114221185689,"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."}}