{"id":"W1971451802","doi":"10.1109/tpwrd.2012.2206407","title":"A Test Case for the Calculation of Geomagnetically Induced Currents","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geomagnetically induced current; Transformer; Autotransformer; Electric power system; Electric power transmission; Software; Ground; Earth's magnetic field; Emtp; Voltage; Electrical engineering; Engineering; Computer science; Electronic engineering; Geomagnetic storm; Magnetic field; Power (physics); Physics; Distribution transformer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004077091,0.0006048861,0.000325822,0.0005310491,0.0005908827,0.0006838724,0.001087471,0.001188405,0.002152945],"category_scores_gemma":[0.002219064,0.0002389218,0.0004829197,0.0007705821,0.0005248341,0.0005957993,0.0004472041,0.0005377928,0.0002497468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008983707,"about_ca_system_score_gemma":0.0007625184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01317665,"about_ca_topic_score_gemma":0.006689482,"domain_scores_codex":[0.9996767,0.0001290176,0.00001489027,0.00003558709,0.00008376341,0.00006007868],"domain_scores_gemma":[0.9989672,0.0006381966,0.00006697071,0.00009325009,0.0001871376,0.00004740934],"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":[0.0001160232,0.0001142925,0.003471572,0.00005526513,0.00001637014,0.0004319213,0.00005869968,0.9826581,0.002604295,0.005153852,0.0008864394,0.004433273],"study_design_scores_gemma":[0.00005611213,0.0001025911,0.000664591,0.000007286689,0.000007332013,0.00006380447,0.00004564082,0.9930992,0.004359764,0.0007987194,0.00078831,0.000006633809],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9009259,0.0001206134,0.07393263,0.0004471974,0.0000789955,0.0001913808,0.001170466,0.000783178,0.02234958],"genre_scores_gemma":[0.9782718,0.00007246583,0.01966335,0.00003296266,0.000006761541,0.00008865501,0.0003715617,0.0000401514,0.001452269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01317665,"threshold_uncertainty_score":0.02619988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685338070713852,"score_gpt":0.2513986418023761,"score_spread":0.2345452610952376,"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."}}