{"id":"W3046935066","doi":"10.1002/tee.23192","title":"Electromagnetic Transients Program: History and Future","year":2020,"lang":"en","type":"article","venue":"IEEJ Transactions on Electrical and Electronic Engineering","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Emtp; Transient (computer programming); Engineering; Electric power system; Electrical engineering; Power (physics); Computer science; Physics; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004847318,0.0002851402,0.0002602479,0.00009276619,0.0001131418,0.0000342347,0.00009974618,0.00006828846,0.0001678303],"category_scores_gemma":[0.000001397895,0.0002762753,0.00007719847,0.0003132142,0.00003129428,0.00009641561,0.000002301908,0.0006934164,0.000007645335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001056638,"about_ca_system_score_gemma":0.0000762637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001631484,"about_ca_topic_score_gemma":6.691192e-7,"domain_scores_codex":[0.9984268,0.00002200831,0.0002005631,0.0004262834,0.0001548735,0.0007694858],"domain_scores_gemma":[0.9995101,0.00003845318,0.00002825334,0.0001070704,0.0000186559,0.0002974661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003148847,0.0007965782,0.0002215802,0.0001311878,0.0005268014,0.000008729193,0.001517648,0.0008160031,0.05184298,0.03271306,0.0009443803,0.9101661],"study_design_scores_gemma":[0.008045216,0.02366122,0.004258849,0.00007542923,0.0008865824,0.0001122509,0.0001589185,0.3051139,0.01814352,0.002750319,0.6331797,0.003614146],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8332111,0.01663208,0.1314967,0.00906549,0.0004131561,0.001506548,0.00001832906,0.001471911,0.006184743],"genre_scores_gemma":[0.9983253,0.0002809236,0.0004905763,0.0002110452,0.0003681239,0.00009510914,0.000005956658,0.0000405106,0.0001824362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.906552,"threshold_uncertainty_score":0.9999689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004144262199863987,"score_gpt":0.1716420551476698,"score_spread":0.1674977929478058,"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."}}