{"id":"W3117891474","doi":"10.1115/1.4049402","title":"Special Section on Flow Physics of Supercritical Fluids in Engineering","year":2020,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Supercritical fluid; Heat transfer; Heat exchanger; Mechanical engineering; Micro heat exchanger; Thermal science; Critical heat flux; Mechanics; Buoyancy; Thermal fluids; Materials science; Thermodynamics; Nuclear engineering; Engineering; Heat flux; Convective heat transfer; Physics; Plate heat exchanger","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002184208,0.0002801794,0.0005835585,0.0002243279,0.00001434321,0.00002683229,0.0002059098,0.0001670463,0.00006940467],"category_scores_gemma":[0.0002213772,0.000291797,0.0002384488,0.0004844503,0.00002065462,0.0003283812,0.00001547834,0.0008233798,0.000008426949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001408041,"about_ca_system_score_gemma":0.00003271484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001660329,"about_ca_topic_score_gemma":4.424968e-7,"domain_scores_codex":[0.9981878,0.00001870424,0.0008216928,0.0001459096,0.0004207485,0.0004051269],"domain_scores_gemma":[0.9992978,0.000167721,0.000001773092,0.0001223124,0.00009559023,0.0003148205],"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":[0.00004093515,0.00005375241,0.0002008379,0.000531988,0.00004649591,0.0001059226,0.0005443024,0.3724374,0.6221301,0.002464727,0.0007176697,0.0007258925],"study_design_scores_gemma":[0.001569564,0.0007202487,0.001706404,0.0005804951,0.00006070254,0.00008487575,0.00007813637,0.6836832,0.3083794,0.00002273645,0.002580017,0.0005342589],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6092263,0.0003120486,0.3858851,0.0002557854,0.003114043,0.0001200586,0.00001857502,0.0001396043,0.0009284648],"genre_scores_gemma":[0.9871772,0.0001237798,0.003514332,0.00005665897,0.009046953,0.000002709173,0.000002075353,0.0000755393,7.601995e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3823707,"threshold_uncertainty_score":0.9999534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296615342703605,"score_gpt":0.2078011767662998,"score_spread":0.1948350233392637,"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."}}