{"id":"W1969641913","doi":"10.1109/emceco.2007.4371705","title":"Real-Time Simulation of Geomagnetically Induced Currents","year":2007,"lang":"en","type":"article","venue":"","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro One (Canada); Natural Resources Canada","funders":"","keywords":"Geomagnetically induced current; Earth's magnetic field; Electric power system; Electric power transmission; Magnetic field; Electric field; Power (physics); Geophysics; Geomagnetic storm; Meteorology; Computer science; Geology; Electrical engineering; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003926659,0.0003993509,0.0004965989,0.0003125127,0.0002331856,0.0006950115,0.0008069213,0.0006713744,0.003535078],"category_scores_gemma":[0.001409987,0.0002236706,0.0002504163,0.0004157141,0.0004279083,0.0006932357,0.0003523674,0.0005660777,0.0003304245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004896727,"about_ca_system_score_gemma":0.0006296196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006066121,"about_ca_topic_score_gemma":0.003031597,"domain_scores_codex":[0.9997701,0.00007936962,0.00001180863,0.00003461722,0.0000753687,0.00002877858],"domain_scores_gemma":[0.9993743,0.0003177201,0.00005573303,0.00007161336,0.0001197153,0.00006085902],"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":[0.0000602162,0.0000344076,0.001005788,0.00002626936,0.00001302854,0.00006565144,0.0000482237,0.9907365,0.002390589,0.001358277,0.0005362936,0.003724643],"study_design_scores_gemma":[0.00001945804,0.00001714432,0.0001458839,0.000001251694,0.000002360825,0.000008341372,0.000005645335,0.9983037,0.0008185186,0.0002491123,0.0004261518,0.000002583566],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6273746,0.0002447578,0.3395405,0.0003831901,0.000198897,0.000191354,0.001732354,0.006945032,0.02338929],"genre_scores_gemma":[0.9707795,0.00008874674,0.02630565,0.00002291759,0.00001023629,0.00009517304,0.0004130146,0.0001015623,0.002183143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006066121,"threshold_uncertainty_score":0.0120616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009407237683336461,"score_gpt":0.265190986996671,"score_spread":0.2557837493133346,"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."}}