{"id":"W2000339527","doi":"10.1115/icone17-75975","title":"Thermal Design Options Using Uranium Carbide and Uranium Dicarbide in SCWR Uniformly-Heated Fuel Channel","year":2009,"lang":"en","type":"article","venue":"","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Nuclear engineering; Coolant; Uranium; Supercritical fluid; Nuclear fuel; Materials science; Enriched uranium; Nuclear reactor; Depleted uranium; MOX fuel; Environmental science; Waste management; Chemistry; Metallurgy; Mechanical engineering; 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":[0.0001921064,0.0002138122,0.0002514056,0.0001523406,0.00006510677,0.00004931798,0.00009581659,0.0001535134,0.00006580023],"category_scores_gemma":[0.00001342142,0.000196185,0.0000511793,0.0002866591,0.00004798658,0.0002629804,0.000008373133,0.0002573194,0.00001086727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006292466,"about_ca_system_score_gemma":0.000024593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001937959,"about_ca_topic_score_gemma":0.00004063016,"domain_scores_codex":[0.9988443,0.00005337321,0.0002835777,0.0001976573,0.0001355104,0.0004856127],"domain_scores_gemma":[0.9995458,0.00006742271,5.778542e-7,0.0001557586,0.00002836713,0.0002020429],"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":[0.00002747848,0.0000670208,0.0002393236,0.00006710955,0.00002817764,0.00005971768,0.0007809473,0.02620777,0.9650605,0.006809958,0.00005035775,0.0006016285],"study_design_scores_gemma":[0.002646046,0.000268791,0.05121589,0.000200797,0.0001045757,0.00009332249,0.0005639537,0.8029587,0.1387106,0.001901955,0.00008869173,0.001246723],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8748773,0.0008121219,0.1150923,0.0003832534,0.0001137469,0.0003048947,0.00000956755,0.0003823793,0.008024459],"genre_scores_gemma":[0.9976331,0.0001792521,0.00182554,0.000247,0.00006169171,0.000006659889,0.000004995051,0.00002999017,0.0000117778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8263499,"threshold_uncertainty_score":0.8000191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573151659202851,"score_gpt":0.2374241024408262,"score_spread":0.2116925858487977,"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."}}