{"id":"W2714852938","doi":"10.1299/jsmeicone.2015.23._icone23-1_361","title":"ICONE23-1731 NUMERICAL ASSESSMENT AND COMPARISON OF HEAT TRANSFER CHARACTERISTICS OF SUPERCRITICAL WATER IN BARE TUBES AND TUBES WITH HEAT TRANSFER ENHANCING APPENDAGES","year":2015,"lang":"en","type":"article","venue":"The Proceedings of the International Conference on Nuclear Engineering (ICONE)","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Heat transfer; Mechanics; Turbulence; Body orifice; Supercritical fluid; Computational fluid dynamics; Fluid dynamics; Thermodynamics; Fluent; Materials science; Computer simulation; Physics; Mechanical engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002347201,0.0002080409,0.0004268644,0.00009375152,0.00002699107,0.00004789347,0.0002703771,0.0000826008,0.00004374028],"category_scores_gemma":[0.00003201333,0.000128483,0.00005045162,0.00007275288,0.0001612586,0.0001653429,0.00003917346,0.0003830315,7.220029e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004568806,"about_ca_system_score_gemma":0.00001774192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005176864,"about_ca_topic_score_gemma":0.000003528837,"domain_scores_codex":[0.9987911,0.00001072933,0.0004352486,0.0001710077,0.0003681363,0.0002237648],"domain_scores_gemma":[0.9995556,0.00007853234,2.479281e-7,0.00007598241,0.0001922688,0.00009735931],"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":[0.00009328294,0.0000777299,0.007063749,0.0003345349,0.0000715399,7.472085e-7,0.003256476,0.0006842133,0.9582568,0.03009631,0.000004212243,0.00006037022],"study_design_scores_gemma":[0.0008453841,0.0004156046,0.01621712,0.0007684432,0.00006117431,0.00003175817,0.001880739,0.1702215,0.8092071,0.0000622439,0.0000276388,0.0002612676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972961,0.00003927439,0.001038197,0.0008120466,0.00009210115,0.0001653221,0.0000247389,0.00003886878,0.0004933348],"genre_scores_gemma":[0.9997609,0.00005474686,0.00009166954,0.00002156946,0.00002574715,0.000007385029,0.0000025129,0.000034465,9.909209e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1695373,"threshold_uncertainty_score":0.5239383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258354882807213,"score_gpt":0.2507659201123932,"score_spread":0.2249304318316719,"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."}}