{"id":"W2734709817","doi":"","title":"Investigation of Thermal Hydraulics of a Nuclear Reactor Moderator","year":2012,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermal hydraulics; Moderation; Nuclear engineering; Hydraulics; Nuclear reactor; Environmental science; Engineering; Physics; Mechanics; Computer science; Heat transfer; Aerospace engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002439354,0.0003304374,0.0004850166,0.0003533456,0.000718625,0.001000529,0.0006566431,0.0009449418,0.002000557],"category_scores_gemma":[0.0008918059,0.0003228287,0.0004184044,0.0003096652,0.001050213,0.0004781637,0.000459309,0.0004525964,0.0001851163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016917,"about_ca_system_score_gemma":0.002195178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02277792,"about_ca_topic_score_gemma":0.01132276,"domain_scores_codex":[0.9997782,0.0000329186,0.000009239854,0.0000429495,0.00008014037,0.00005652717],"domain_scores_gemma":[0.9996765,0.0001263324,0.00005908838,0.00002489131,0.00007581775,0.00003748196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008676602,0.00004571873,0.00453834,0.00007006332,0.00001394906,0.0002967756,0.0001237869,0.960473,0.02960511,0.001835536,0.0003781208,0.002532804],"study_design_scores_gemma":[0.0000243982,0.0001242516,0.00387494,0.00001038765,0.00001224418,0.00006899752,0.0001389397,0.9864297,0.007876917,0.0002619574,0.001149503,0.00002788299],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569181,0.0002504416,0.02571936,0.0004629421,0.00005712323,0.0001371207,0.0007286314,0.0004107013,0.01531562],"genre_scores_gemma":[0.9952824,0.0001064469,0.002554293,0.00002843433,0.000003842283,0.00004112318,0.0001261546,0.00002486969,0.001832498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02277792,"threshold_uncertainty_score":0.04529065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418747601990501,"score_gpt":0.2285463745335996,"score_spread":0.2143588985136946,"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."}}