{"id":"W4416078260","doi":"10.1109/pesgm52009.2025.11225134","title":"Detailed Multi-Domain Modeling and Faster-Than-Real-Time Hardware Emulation of Small Modular Reactor for EMT Studies","year":2025,"lang":"","type":"article","venue":"","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Powertech Labs (Canada); University of Alberta","funders":"","keywords":"Emulation; Modular design; Transient (computer programming); Converters; Expediting; Interfacing; Computation; Power (physics); Acceleration","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":[0.0001627828,0.0004780092,0.0003200406,0.0001818212,0.0001687176,0.0003168357,0.0004855317,0.0003665475,0.003522871],"category_scores_gemma":[0.0003086975,0.0001348927,0.0003688705,0.0001559716,0.0001636653,0.0004014242,0.0002667621,0.0004545074,0.0004583026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216249,"about_ca_system_score_gemma":0.0003519835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483518,"about_ca_topic_score_gemma":0.001364209,"domain_scores_codex":[0.9999371,0.00001704359,0.00000287091,0.000007068553,0.00002739918,0.000008584828],"domain_scores_gemma":[0.9999117,0.00003167605,0.00001428114,0.00001632008,0.00001929159,0.000006724016],"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":[0.00005245703,0.00002960588,0.0005456752,0.00009819162,0.00001295864,0.0001237853,0.00005426112,0.9610657,0.01680363,0.006116226,0.0008828797,0.01421462],"study_design_scores_gemma":[0.00000570447,0.00001920817,0.00009808651,0.000004018908,0.000002586363,0.00001461108,0.000006909568,0.9950506,0.003183287,0.0003491692,0.001263117,0.000002570189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1010661,0.0002059796,0.8791409,0.0001688516,0.00007178664,0.00008476734,0.0002639076,0.001786233,0.01721163],"genre_scores_gemma":[0.9001383,0.0002064604,0.09454428,0.0000355066,0.00001406315,0.0001657389,0.000291746,0.0001355166,0.004468527],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003522871,"threshold_uncertainty_score":0.01178521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03450873491560303,"score_gpt":0.2777391072919242,"score_spread":0.2432303723763212,"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."}}