{"id":"W1981081741","doi":"10.1016/j.nucengdes.2013.02.025","title":"Assessment of CHF characteristics at subcooled conditions for the CANFLEX bundle","year":2013,"lang":"en","type":"article","venue":"Nuclear Engineering and Design","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Subcooling; Bundle; Materials science; Critical heat flux; Boiling; Thermodynamics; Mechanics; Nuclear engineering; Heat flux; Heat transfer; Engineering; Physics","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":[0.00008229924,0.00009876758,0.0001434392,0.00002892405,0.00009068732,0.00002456368,0.00005352463,0.00003745162,0.00003737757],"category_scores_gemma":[0.0000156147,0.00007683447,0.00003548461,0.00004358961,0.000023644,0.00004008489,0.00000955767,0.00006640667,0.000005661112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002611037,"about_ca_system_score_gemma":0.000005389078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001585916,"about_ca_topic_score_gemma":0.000001074255,"domain_scores_codex":[0.9995813,0.000004997068,0.0001323036,0.00007277004,0.00005753823,0.0001510363],"domain_scores_gemma":[0.9996121,0.0002070906,0.000006446588,0.00009868596,0.00003588547,0.00003980253],"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":[0.00002442034,0.000148074,0.001348946,0.001754736,0.001086467,0.000003277566,0.002414317,0.3724405,0.5823411,0.01204431,0.01951461,0.006879276],"study_design_scores_gemma":[0.0003068278,0.0001001278,0.0646306,0.00004086971,0.00005979698,0.000004377623,0.00005258636,0.9285466,0.001653731,0.00003675446,0.004392304,0.0001754059],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7417744,0.0004808425,0.2552694,0.0001794457,0.0004429369,0.0008242036,0.00009726519,0.0004383261,0.0004932619],"genre_scores_gemma":[0.9968392,0.0001532985,0.002806503,0.0000164684,0.00004451738,0.00006427851,0.000004732737,0.00003117554,0.00003979542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5806873,"threshold_uncertainty_score":0.3133219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605621921605766,"score_gpt":0.2229616841299604,"score_spread":0.2069054649139027,"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."}}