{"id":"W4387311681","doi":"10.1080/00295450.2023.2249710","title":"Construction of the Dynamic Model and Control System for the Canadian Supercritical Water–Cooled Reactor Power Plant","year":2023,"lang":"en","type":"article","venue":"Nuclear Technology","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Supercritical fluid; Boiler feedwater; Condenser (optics); Turbine; Nuclear engineering; Power station; Control system; Nuclear power plant; Control theory (sociology); Environmental science; Computer science; Process engineering; Control (management); Engineering; Mechanical engineering; Chemistry; Physics; Electrical engineering; Nuclear physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000939513,0.00008231628,0.0001489112,0.0001008052,0.0001254189,0.00001262343,0.000147119,0.0002272744,0.000008077888],"category_scores_gemma":[0.00003430035,0.00004711663,0.00004106062,0.0001049339,0.0002586637,0.00002505165,0.00001325448,0.0001852439,0.00001182878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007086363,"about_ca_system_score_gemma":0.00001978281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005345037,"about_ca_topic_score_gemma":0.004283076,"domain_scores_codex":[0.999388,0.00001050928,0.0001403167,0.0001013704,0.00006196758,0.0002977671],"domain_scores_gemma":[0.9996578,0.00006528237,2.018127e-7,0.00019086,0.0000321106,0.00005371615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001715731,0.000005032694,0.0002110022,0.0001628663,0.0000711766,0.000005169501,0.0002970486,0.0001689645,0.5349703,0.4634538,0.0002047453,0.0004327568],"study_design_scores_gemma":[0.000895468,0.00007285469,0.0007655232,0.00006173627,0.00009448235,0.0001561187,0.001840652,0.9746074,0.01684273,0.002434034,0.002031639,0.0001973707],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910068,0.00003882271,0.001825082,0.005620674,0.0002388505,0.0003008221,0.0002362928,0.00041587,0.0003167725],"genre_scores_gemma":[0.9998183,0.00001207081,0.00006025767,0.00005014507,0.000006496988,0.00002196832,0.000003074148,0.00002606408,0.000001665569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9744384,"threshold_uncertainty_score":0.2390057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005207397837716394,"score_gpt":0.1823889066488051,"score_spread":0.1771815088110887,"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."}}