{"id":"W4413010775","doi":"10.1109/tvcg.2025.3596334","title":"Thunderstruck: Visually Simulating Electrical Storms","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Visualization and Computer Graphics","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Storm; Visualization; Computer graphics (images); Data visualization; Artificial intelligence; Geology","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":[0.0002069044,0.0005640252,0.0003647375,0.0003750268,0.0003237873,0.0007663841,0.001180695,0.0006828923,0.004264675],"category_scores_gemma":[0.0008026598,0.000284272,0.0005210541,0.0001998425,0.0005271583,0.0005316531,0.001047459,0.0006781898,0.0003337337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000463056,"about_ca_system_score_gemma":0.0006015672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008048877,"about_ca_topic_score_gemma":0.01005683,"domain_scores_codex":[0.9999095,0.00002154919,0.000005158185,0.00001953534,0.00002785275,0.00001638408],"domain_scores_gemma":[0.9997622,0.0001157404,0.00001426602,0.00003328127,0.00002883788,0.00004556808],"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":[0.0001348902,0.0001061335,0.002206473,0.00006748509,0.00006129943,0.0002208105,0.0002333924,0.9673509,0.01143339,0.003241216,0.0030552,0.01188878],"study_design_scores_gemma":[0.00002384812,0.00002302581,0.0003179949,0.000003524501,0.000004352236,0.00001955355,0.00002178705,0.9961254,0.001464898,0.0009395417,0.001049925,0.000006080414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.533233,0.000253736,0.4307562,0.0005278508,0.0002356189,0.0002603276,0.003234529,0.01515302,0.01634568],"genre_scores_gemma":[0.9479061,0.0001200178,0.04785348,0.00007447198,0.00002108038,0.00009581161,0.001177931,0.0004953751,0.00225569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008048877,"threshold_uncertainty_score":0.01600409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009048389142252814,"score_gpt":0.2507083595709522,"score_spread":0.2416599704286994,"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."}}