{"id":"W2072275462","doi":"10.1109/pesmg.2013.6672622","title":"Universal controller for Smart Grid","year":2013,"lang":"en","type":"article","venue":"","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Smart grid; Standardization; Interoperability; Interchangeability; Modular design; Controller (irrigation); Computer science; Software deployment; Automation; Embedded system; Grid; Systems engineering; Control engineering; Distributed computing; Engineering; Software engineering; Electrical engineering; Operating system","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":[0.00002388507,0.00005252802,0.00006643133,0.00002207352,0.0000303764,0.00001727956,0.00006650894,0.00003529345,0.0003634326],"category_scores_gemma":[0.000007427128,0.00004225305,0.00003516164,0.00003568622,0.00001665682,0.0001047779,0.000006737354,0.00003759783,0.00027012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001115278,"about_ca_system_score_gemma":0.000003565481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003658903,"about_ca_topic_score_gemma":0.00001499349,"domain_scores_codex":[0.9997031,0.000002597488,0.00005745851,0.00005925037,0.00003983045,0.0001377714],"domain_scores_gemma":[0.9998261,0.00004568047,0.000003646344,0.00005776817,0.00002226115,0.00004452881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000225012,0.00004373669,0.001377561,0.00009511059,0.0001105835,0.00000241913,0.0005015404,0.01425501,0.01645398,0.02412221,0.9337935,0.009221803],"study_design_scores_gemma":[0.001712336,0.00006898861,0.005526341,0.00001060226,0.00001360934,0.000004363611,0.000348639,0.5645006,0.007286044,0.001374075,0.4188262,0.0003281611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6358321,0.000550671,0.1513049,0.001522718,0.005407516,0.001974352,0.00002649542,0.0017247,0.2016566],"genre_scores_gemma":[0.9966626,0.00001623379,0.0008595884,0.0001234551,0.0001978568,0.00003130711,0.000002527186,0.000009282586,0.002097124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5502456,"threshold_uncertainty_score":0.3979332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004472037341032755,"score_gpt":0.1688124240377897,"score_spread":0.1643403866967569,"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."}}