{"id":"W4381614348","doi":"10.11159/ffhmt23.169","title":"Experimental Investigation of Double Pipe Heat Exchangers for Cryogenic Applications","year":2023,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Spacecraft and Cryogenic Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science and Technology Council; Ministry of Science and Technology, Taiwan","keywords":"Heat exchanger; Nuclear engineering; Materials science; Cryogenics; Micro heat exchanger; Heat pipe; Mechanical engineering; Heat transfer; Mechanics; Engineering; Plate heat exchanger; Physics; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007004224,0.0004225949,0.0005493399,0.0002475246,0.0004896302,0.0003441008,0.0006010821,0.0005578633,0.002474632],"category_scores_gemma":[0.0007465297,0.0002656137,0.0002358831,0.0002665579,0.000417355,0.0006088382,0.0004395526,0.0004936634,0.0005218999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002534334,"about_ca_system_score_gemma":0.0002678148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002957597,"about_ca_topic_score_gemma":0.0003136407,"domain_scores_codex":[0.999549,0.00006223005,0.00001969832,0.0001283297,0.0001537761,0.00008693809],"domain_scores_gemma":[0.9995725,0.0001057712,0.00006812253,0.00007603184,0.0001313086,0.00004630859],"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":[0.0004150573,0.000263763,0.001208654,0.0003234945,0.000009886409,0.0001376096,0.0001171057,0.001974297,0.9906369,0.0003758615,0.0002259245,0.004311513],"study_design_scores_gemma":[0.00006730937,0.002262071,0.004348768,0.00001466709,0.00001459852,0.0001180975,0.00007214591,0.01004351,0.9801138,0.00006679843,0.00285987,0.00001827265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879587,0.0002201491,0.01000626,0.00004227677,0.00005151738,0.0001515983,0.0002422758,0.0001144896,0.001212666],"genre_scores_gemma":[0.983471,0.0002206443,0.01384739,0.00002011435,0.00002281328,0.0002233148,0.0001991169,0.00003212458,0.001963472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002474632,"threshold_uncertainty_score":0.008278489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03544483763037572,"score_gpt":0.2499852909866539,"score_spread":0.2145404533562781,"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."}}