{"id":"W2194769601","doi":"10.1115/1.4031818","title":"Experimental Heat Transfer in an Annular Channel and 3-Rod Bundle Cooled With Upward Flow of Supercritical Water","year":2015,"lang":"en","type":"article","venue":"Journal of Nuclear Engineering and Radiation Science","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"International Atomic Energy Agency","keywords":"Bundle; Heat transfer; Materials science; Supercritical fluid; Rod; Mechanics; Heat transfer coefficient; Convective heat transfer; Flow (mathematics); Thermodynamics; Convection; Composite material; 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":[0.0003802525,0.0000879794,0.0001805611,0.0001884141,0.00002558965,0.00004633787,0.000075671,0.00004074528,0.000005007305],"category_scores_gemma":[0.00001852648,0.00006272657,0.00001689971,0.0001388718,0.0001096341,0.0006425715,0.000005710931,0.000129532,4.943076e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004005927,"about_ca_system_score_gemma":0.00002049864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000045983,"about_ca_topic_score_gemma":5.356779e-7,"domain_scores_codex":[0.9992441,0.00001171016,0.0002133137,0.00009099128,0.0002480723,0.0001918155],"domain_scores_gemma":[0.9995693,0.00001489411,2.176995e-7,0.00005546721,0.00007616837,0.000283946],"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":[0.00004217078,0.00007069373,0.0003054071,0.00004457947,0.000007651895,0.00001447572,0.007381736,0.04671811,0.9449236,0.0003736545,0.000005911943,0.0001120354],"study_design_scores_gemma":[0.001693267,0.001232922,0.005807175,0.00009913791,0.00001658067,0.0002809305,0.001600384,0.705021,0.2838756,0.00001038575,0.0001354465,0.0002271852],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934944,0.0003636576,0.005857018,0.00009792887,0.0001068014,0.00003851489,0.000002024257,0.00001688565,0.00002274786],"genre_scores_gemma":[0.999286,0.00003906417,0.0006014778,0.00001898313,0.00003960925,5.883779e-7,3.344857e-7,0.00001381889,1.576032e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.661048,"threshold_uncertainty_score":0.2557915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233868283702378,"score_gpt":0.2243130913839919,"score_spread":0.2119744085469681,"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."}}