{"id":"W2157200047","doi":"10.1109/tpwrd.2009.2028759","title":"Modeling of Lightning Exposure of Buildings and Massive Structures","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Theratechnologies (Canada)","funders":"","keywords":"Lightning (connector); Jump; Dimensionless quantity; Work (physics); Space (punctuation); Lightning strike; Engineering; Topology (electrical circuits); Structural engineering; Ground; Computer science; Mechanics; Electrical engineering; Power (physics); Physics; Mechanical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004330928,0.0001266669,0.0001976687,0.0001082704,0.00007614988,0.00001156665,0.0000792211,0.00003704209,0.0000909133],"category_scores_gemma":[4.199496e-7,0.0001166601,0.0000782591,0.0001045614,0.00003299433,0.00009631903,7.862843e-7,0.0001409928,9.092064e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008916935,"about_ca_system_score_gemma":0.00002369848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007459129,"about_ca_topic_score_gemma":5.209596e-7,"domain_scores_codex":[0.9993058,0.00001653976,0.0002234752,0.0001703322,0.0001241766,0.0001596458],"domain_scores_gemma":[0.9996474,0.00002772175,0.00006764627,0.0001409698,0.00006580041,0.00005043379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004573391,0.0007693208,0.0005384274,0.00006406879,0.000572778,0.000003824351,0.009865419,0.2652505,0.6281002,0.0139718,0.0001386625,0.08026762],"study_design_scores_gemma":[0.002763273,0.003457882,0.001077495,0.0003038174,0.0003580333,0.000007031815,0.002133228,0.04555297,0.9170162,0.02637015,0.0001016945,0.0008582245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8132408,0.000103856,0.18511,0.00004749372,0.00007751067,0.00005831192,0.00001890112,0.00001452486,0.001328582],"genre_scores_gemma":[0.9984611,0.00001099915,0.00140286,0.00002648686,0.00001773538,0.000002426053,0.000001172656,0.000008946617,0.0000682195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.288916,"threshold_uncertainty_score":0.4757259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005840370505439723,"score_gpt":0.2023732314189729,"score_spread":0.1965328609135332,"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."}}