{"id":"W2175441216","doi":"10.1115/icone16-48827","title":"Effect of CANDU Bundle-Geometry Variation on Dryout Power","year":2008,"lang":"en","type":"article","venue":"","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Bundle; Inlet; Materials science; Mechanics; Heat flux; Natural circulation; Power (physics); Hydraulic diameter; Nuclear engineering; Heat transfer; Mechanical engineering; Physics; Engineering; Thermodynamics; Reynolds number; Turbulence","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":[0.00004880055,0.00008687985,0.000118009,0.00006580093,0.00001504235,0.00000507204,0.00004686578,0.00003681589,0.00008210256],"category_scores_gemma":[0.000009313142,0.00007463546,0.00003750032,0.0001365,0.000006075712,0.00004976766,0.000007013753,0.00007546631,0.00005062011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002898659,"about_ca_system_score_gemma":0.000002610324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003360691,"about_ca_topic_score_gemma":3.738499e-7,"domain_scores_codex":[0.9996469,0.000004900245,0.00008503845,0.00006150681,0.00009600311,0.0001056641],"domain_scores_gemma":[0.9997807,0.00004616167,0.000009095189,0.0001206909,0.00000932011,0.00003399741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001169434,0.0002696042,0.005050048,0.0006962289,0.0005360472,0.00002803906,0.002047922,0.2286137,0.6931173,0.04951883,0.007163872,0.0128415],"study_design_scores_gemma":[0.004851044,0.004859013,0.162686,0.0002959925,0.0001263729,0.00005462022,0.00004597505,0.2707857,0.5088174,0.0002150389,0.04494227,0.002320573],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426265,0.00001855606,0.001574555,0.000002562548,0.0002619195,0.00005075388,0.000002747307,0.0001682496,0.05529412],"genre_scores_gemma":[0.9997609,0.000009486181,0.00006897577,0.000004737294,0.00004090658,0.000001891528,0.000002784101,0.00002794938,0.00008232737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1842999,"threshold_uncertainty_score":0.3043545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003673461562210584,"score_gpt":0.1738628598138772,"score_spread":0.1701893982516666,"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."}}