{"id":"W2803507762","doi":"10.1029/2018sw001814","title":"Transformer‐Level Modeling of Geomagnetically Induced Currents in New Zealand's South Island","year":2018,"lang":"en","type":"article","venue":"Space Weather","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Ministry of Business, Innovation and Employment; Natural Environment Research Council; Sight Research UK","keywords":"Geomagnetically induced current; Transformer; Distribution transformer; Engineering; Electrical engineering; Current transformer; Voltage; Geomagnetic storm; Earth's magnetic field; Physics; Magnetic field","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":[0.000114882,0.0003273804,0.0002158302,0.0002188171,0.0002521016,0.0005860217,0.0007636175,0.0003290965,0.002503067],"category_scores_gemma":[0.0005340073,0.0001687691,0.00031334,0.0003467144,0.0003558499,0.0005266048,0.0002908247,0.000351293,0.0002223246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187512,"about_ca_system_score_gemma":0.001050881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3182045,"about_ca_topic_score_gemma":0.2076644,"domain_scores_codex":[0.9999496,0.000008059618,0.000002282387,0.0000113879,0.00001637051,0.00001235689],"domain_scores_gemma":[0.9998503,0.00003809565,0.00002476261,0.00001401391,0.00005833854,0.00001452222],"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":[0.00002147398,0.00001323977,0.004568634,0.000014065,0.000008958614,0.0000879344,0.00004071876,0.9906137,0.001582514,0.0007606101,0.0002216765,0.002066418],"study_design_scores_gemma":[0.000007922535,0.00001347813,0.002413848,0.000002511911,0.000006765229,0.00001548246,0.00002519652,0.9964917,0.0003548608,0.0002170085,0.0004467613,0.000004340136],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9068685,0.00007852686,0.06153762,0.0001284358,0.00002123261,0.0000759183,0.0009129804,0.0003213285,0.03005555],"genre_scores_gemma":[0.9940562,0.00005161286,0.003051612,0.00000548541,0.000002012786,0.00001516667,0.0001916981,0.00002404506,0.002602019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3182045,"threshold_uncertainty_score":0.6327046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059754666764719,"score_gpt":0.2339426558522576,"score_spread":0.2033451091846104,"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."}}