{"id":"W4293115937","doi":"10.11159/icmie22.114","title":"Experimental Investigation On Heat Transfer Enhancement And New Correlation Of Supercritical R1234ze(E) In Horizontal Helically Coiled Tube","year":2022,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Supercritical fluid; Tube (container); Materials science; Heat transfer; Heat transfer enhancement; Mechanics; Heat transfer coefficient; Physics; Thermodynamics; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001505741,0.0002281037,0.0003607129,0.0001145278,0.00004852652,0.00003333276,0.0001590146,0.00007721742,0.00008503964],"category_scores_gemma":[0.00003538013,0.0002040117,0.0000598531,0.0001856647,0.00006703693,0.0001106155,0.00007144973,0.0002977549,3.680586e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008760195,"about_ca_system_score_gemma":0.00001245955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001690823,"about_ca_topic_score_gemma":9.171491e-7,"domain_scores_codex":[0.9987406,0.000009283862,0.0004384324,0.000254387,0.0003010041,0.0002563287],"domain_scores_gemma":[0.9996628,0.00007638041,0.000001562913,0.00007747567,0.00002656426,0.0001552506],"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":[0.0001673508,0.00007016135,0.0000150937,0.0002056789,0.00001574702,6.890687e-7,0.00006667274,0.0001900352,0.9803764,0.01876842,0.00006743391,0.00005629077],"study_design_scores_gemma":[0.0008583037,0.0002644774,0.00001821225,0.0002321013,0.00002100462,0.000006222778,0.0000749643,0.009923628,0.9882016,0.0001328975,0.00007112497,0.0001954488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998668,0.00003005188,0.00003415911,0.0002192495,0.0005132979,0.0002935081,0.00002419379,0.00006198252,0.0001555601],"genre_scores_gemma":[0.9994999,0.00002708692,0.0002246223,0.00006270607,0.0000646363,0.00007291268,0.000006465441,0.00003479855,0.000006839148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01863552,"threshold_uncertainty_score":0.8319354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054065023214095,"score_gpt":0.2008122344998964,"score_spread":0.1902715842677554,"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."}}