{"id":"W2289590821","doi":"10.13182/nt12-a15352","title":"Construction and Analysis of a Dynamic Model for a Canadian Direct-Cycle SCWR for Control System Studies","year":2012,"lang":"en","type":"article","venue":"Nuclear Technology","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering","keywords":"Nonlinear system; Control theory (sociology); System dynamics; Supercritical fluid; Frequency domain; Computer science; Coupling (piping); Time domain; Control (management); Physics; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002439845,0.0008449575,0.0005389896,0.0004669433,0.0009819771,0.000814615,0.001394485,0.0007325861,0.004507272],"category_scores_gemma":[0.0004008881,0.0004010824,0.0005589805,0.0003658273,0.0005885611,0.0006123632,0.000672143,0.001073144,0.0007724738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003018399,"about_ca_system_score_gemma":0.00483453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3577257,"about_ca_topic_score_gemma":0.2991716,"domain_scores_codex":[0.999804,0.00001826364,0.000005252138,0.00004778527,0.00009023606,0.00003454804],"domain_scores_gemma":[0.9998378,0.00002645756,0.00002400892,0.00001249533,0.00008983682,0.000009401598],"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":[0.00003726096,0.0000190773,0.000618405,0.00008302679,0.00001613485,0.00008769678,0.00008289324,0.9715087,0.009168623,0.008668985,0.0009299468,0.008779235],"study_design_scores_gemma":[0.000006757847,0.00001949648,0.0004485436,0.000006052816,0.000008919907,0.00001524795,0.00002453332,0.9931676,0.001603866,0.0007671826,0.003920355,0.00001163123],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07299368,0.0003288162,0.8676497,0.0005173095,0.00009462469,0.0002991161,0.001357421,0.001410795,0.05534856],"genre_scores_gemma":[0.9204854,0.0003732866,0.05008657,0.0001101266,0.00002137509,0.0003879662,0.001167588,0.0001352906,0.02723234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6422744,"threshold_uncertainty_score":0.7112869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009064727330457854,"score_gpt":0.2327282944795641,"score_spread":0.2236635671491063,"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."}}