{"id":"W1976797106","doi":"10.1109/smartgrid.2010.5622086","title":"Integrated Design and Implementation of Toronto's Smart Distribution Grid","year":2010,"lang":"en","type":"article","venue":"","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Smart grid; Grid; Computer science; Systems engineering; System integration; Strategic planning; Engineering management; Telecommunications; Engineering; Business; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005698226,0.0004571427,0.0001918126,0.000365803,0.0008295805,0.002112289,0.0009016336,0.0004373934,0.004460333],"category_scores_gemma":[0.0008207154,0.0002448749,0.0002028637,0.0005276388,0.0008398484,0.0007017225,0.001066077,0.0003437783,0.0006292301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01360198,"about_ca_system_score_gemma":0.01841971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.481568,"about_ca_topic_score_gemma":0.6301383,"domain_scores_codex":[0.9988989,0.0001945564,0.00003189549,0.00009555749,0.0005640746,0.0002150243],"domain_scores_gemma":[0.9993679,0.00004351843,0.00003638234,0.00005969905,0.0003601996,0.0001323937],"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":[0.0005586512,0.0001490115,0.01092561,0.0003867008,0.0000739473,0.001074799,0.002856687,0.3746593,0.03350915,0.1947057,0.04760552,0.3334949],"study_design_scores_gemma":[0.0002219914,0.0004506088,0.01398953,0.0001342432,0.0001346929,0.0002230223,0.002471349,0.485875,0.03181325,0.01319328,0.4513365,0.0001565314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2104873,0.000667086,0.3966732,0.00340047,0.000242992,0.001579032,0.001614446,0.005929492,0.379406],"genre_scores_gemma":[0.8656798,0.0003391995,0.09557974,0.0001299186,0.00002166842,0.0002559282,0.000819257,0.0001562257,0.03701829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.518432,"threshold_uncertainty_score":0.9575299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006459174033825556,"score_gpt":0.2294039938675672,"score_spread":0.2229448198337417,"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."}}