{"id":"W2004750129","doi":"10.1115/icone16-48954","title":"Heat Transfer to Supercritical Water in Vertical 7-Rod Bundle","year":2008,"lang":"en","type":"article","venue":"","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Supercritical fluid; Bundle; Heat transfer; Heat flux; Materials science; Thermodynamics; Inlet; Critical heat flux; Mass flux; Flux (metallurgy); Heat transfer coefficient; Mechanics; Nucleate boiling; Composite material; Mechanical engineering; Physics; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008241312,0.0001775234,0.0002532265,0.00009905316,0.00004227319,0.00001584565,0.0001150507,0.0001297382,0.001835577],"category_scores_gemma":[0.00001621665,0.0001341581,0.00007817117,0.0001372151,0.00006383962,0.0001428021,0.00001021332,0.000239091,0.0009567294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005658895,"about_ca_system_score_gemma":0.00001055747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007417748,"about_ca_topic_score_gemma":0.00009702031,"domain_scores_codex":[0.9985687,0.0000253735,0.0002816096,0.0002194248,0.0001988,0.0007061356],"domain_scores_gemma":[0.9993388,0.00005921841,3.528694e-10,0.0001741509,0.00002166289,0.0004061339],"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":[0.00002114137,0.000183256,0.001477906,0.00004567408,0.000009740342,0.0001227509,0.001228487,0.0001536342,0.9875739,0.008350158,0.0007989958,0.0000343138],"study_design_scores_gemma":[0.0005572363,0.000136628,0.002961085,0.00001570889,0.00000688542,0.00008252962,0.00005671826,0.002476863,0.9914101,0.0000535861,0.001914787,0.0003279012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444967,0.00002935005,0.03785683,0.001469124,0.0001647659,0.0001376796,0.000004258687,0.0002739405,0.01556733],"genre_scores_gemma":[0.9987359,0.00002373314,0.000128922,0.0009616809,0.00006504242,0.00002860789,0.000005345893,0.0000378931,0.00001284161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05423921,"threshold_uncertainty_score":0.9998211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168884313404671,"score_gpt":0.217499465774602,"score_spread":0.2006110344341349,"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."}}