{"id":"W2564808782","doi":"10.1002/2016sw001499","title":"Modeling geomagnetically induced currents","year":2016,"lang":"en","type":"article","venue":"Space Weather","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geomagnetically induced current; Earth's magnetic field; Space weather; Electric power system; Geomagnetic storm; Physics; Magnetic field; Geophysics; Computer science; Power (physics)","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":[0.0001591761,0.0004271051,0.0002762177,0.000357197,0.0002170863,0.0007170926,0.0007211348,0.0007254018,0.00271144],"category_scores_gemma":[0.0006256808,0.0001850198,0.0003735762,0.0004140176,0.0003591693,0.0008080297,0.0002784233,0.0003975512,0.0004340755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006534788,"about_ca_system_score_gemma":0.0005232822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007202995,"about_ca_topic_score_gemma":0.004808589,"domain_scores_codex":[0.9999163,0.00002280711,0.000003950414,0.00001634318,0.00002880945,0.00001169809],"domain_scores_gemma":[0.9998374,0.0000589286,0.0000290668,0.00001713061,0.00004782635,0.000009607334],"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":[0.00001095471,0.00001116089,0.0004239771,0.00001482165,0.000007300159,0.00004152349,0.00002204632,0.9856589,0.001845413,0.007420125,0.0003022735,0.004241389],"study_design_scores_gemma":[0.000003745985,0.000008194142,0.0001089102,0.000002441584,0.000002449967,0.000008141005,0.000003524952,0.9967852,0.0004046081,0.00176732,0.0009037642,0.000001696816],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08047283,0.0002715756,0.8867458,0.0002579178,0.00009581818,0.00008684632,0.0003745083,0.001338331,0.03035643],"genre_scores_gemma":[0.9524263,0.0003882259,0.03038519,0.00005133467,0.00004580349,0.0001025913,0.0002364317,0.00009139367,0.0162727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007202995,"threshold_uncertainty_score":0.0143221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175048929229122,"score_gpt":0.2154246618052448,"score_spread":0.1979197688823326,"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."}}