{"id":"W2316454527","doi":"10.1115/icone22-30122","title":"Study on Specifics of Forced-Convective Heat Transfer in Supercritical Carbon Dioxide","year":2014,"lang":"en","type":"article","venue":"","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Atomic Energy of Canada Limited; Korea Atomic Energy Research Institute","keywords":"Supercritical fluid; Coolant; Heat transfer; Nuclear engineering; Heat transfer coefficient; Energy transfer; Supercritical carbon dioxide; Environmental science; Materials science; Thermodynamics; Mechanical engineering; Engineering; Physics; Engineering physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002238665,0.0001864394,0.0003736721,0.0001210983,0.00001289121,0.000008132215,0.0001081244,0.0001026989,0.00006969631],"category_scores_gemma":[0.00004073591,0.0001663134,0.000076795,0.0001699435,0.00005202168,0.00006357917,0.000005340812,0.0002703725,0.00001290564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005227346,"about_ca_system_score_gemma":0.000007412999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001614363,"about_ca_topic_score_gemma":0.0002890252,"domain_scores_codex":[0.9987698,0.00008194978,0.000356153,0.0002172577,0.0002281639,0.0003466824],"domain_scores_gemma":[0.9993311,0.000281042,2.688663e-8,0.0002272493,0.00003188382,0.0001287588],"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":[0.0001484455,0.001512686,0.04562682,0.0002487355,0.0001056784,0.00008260232,0.00795426,0.001016959,0.7423245,0.2004721,0.00003167639,0.000475568],"study_design_scores_gemma":[0.002521604,0.001468401,0.05714932,0.00007741655,0.00004225143,0.000006203942,0.003348758,0.01022125,0.9240928,0.0004924015,0.00005405548,0.0005255104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918741,0.00001468788,0.01042472,0.00007209148,0.0001303,0.0002773889,0.000004275629,0.0001160297,0.07021949],"genre_scores_gemma":[0.9997929,0.000007053,0.00001802351,0.00006304198,0.00005287578,0.00002265112,0.000001461103,0.0000359857,0.000005977027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1999797,"threshold_uncertainty_score":0.6782064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659235486373132,"score_gpt":0.2352424598869659,"score_spread":0.2186501050232346,"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."}}