{"id":"W2030793799","doi":"10.1016/s0017-9310(99)00192-1","title":"Critical heat flux (CHF) for water flow in tubes—II.","year":2000,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":205,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Link Foundation; Atomic Energy of Canada Limited; Purdue University; U.S. Department of Energy","keywords":"Subcooling; Mass flux; Thermodynamics; Critical heat flux; Mechanics; Materials science; Flow (mathematics); Heat flux; Inlet; Parametric statistics; Pressure drop; Heat transfer; Physics; Mathematics; Statistics; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001783419,0.0001227905,0.0002094977,0.0001183458,0.0000506844,0.00003632314,0.0001118444,0.00006144478,0.0003324126],"category_scores_gemma":[0.000008407354,0.00008937462,0.0001108216,0.0000248976,0.00004017699,0.0002045282,0.000003000281,0.0001968073,0.000005002891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000368096,"about_ca_system_score_gemma":0.00001040149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006548737,"about_ca_topic_score_gemma":0.00001546271,"domain_scores_codex":[0.9991443,0.00001374233,0.0003497569,0.00008694475,0.0001952435,0.0002100655],"domain_scores_gemma":[0.9997053,0.00007672872,4.433356e-7,0.00003476772,0.0001136579,0.00006907249],"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":[0.003408331,0.001038672,0.004991807,0.0008926936,0.002267429,0.00119345,0.01888411,0.1162971,0.6519046,0.003234181,0.005236504,0.1906511],"study_design_scores_gemma":[0.01759921,0.001785664,0.006338739,0.001566581,0.0003625964,0.001679437,0.0005022776,0.1086899,0.6410717,0.0108199,0.2079496,0.001634327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729571,0.001082534,0.0204066,0.003057091,0.0008173948,0.00008701179,0.0000379989,0.00002566173,0.001528575],"genre_scores_gemma":[0.9979984,0.0009039246,0.0005316249,0.0001469953,0.0003066718,0.000007125328,0.000005863332,0.00001747856,0.00008192887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2027131,"threshold_uncertainty_score":0.3644591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025878919116029,"score_gpt":0.2517871965041766,"score_spread":0.2415284073130163,"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."}}