{"id":"W2617582323","doi":"10.11159/htff17.160","title":"Latent-Heat Thermal-Energy Storage in Heat Exchanger with Plain andFinned Tube","year":2017,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministarstvo Civilnih Poslova Bosne i Hercegovine","keywords":"Heat exchanger; Thermal energy storage; Plate fin heat exchanger; Latent heat; Tube (container); Materials science; Shell and tube heat exchanger; Heat spreader; Nuclear engineering; Plate heat exchanger; Mechanical engineering; Thermodynamics; Engineering; Composite material; Physics","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":[0.0001330309,0.0002841452,0.0003320802,0.0001783102,0.0001817372,0.0003362935,0.0007830929,0.0004615852,0.0008778304],"category_scores_gemma":[0.0001800623,0.0001695619,0.0002215955,0.0002131593,0.0002191431,0.0006189594,0.0002365495,0.0002128756,0.0001594979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002041128,"about_ca_system_score_gemma":0.0001339154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000146515,"about_ca_topic_score_gemma":0.0002823801,"domain_scores_codex":[0.9998837,0.00001067542,0.00001190817,0.00003934075,0.00003536964,0.00001897549],"domain_scores_gemma":[0.9998747,0.00001437925,0.00003412208,0.00002934704,0.0000335823,0.00001382855],"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":[0.0004852632,0.00005440856,0.0007614709,0.0001535076,0.00001392953,0.0001208026,0.00002816268,0.001255228,0.992036,0.0004212646,0.000137766,0.004532177],"study_design_scores_gemma":[0.00004919073,0.0008406391,0.005788024,0.000009323511,0.00002432254,0.0002459776,0.00002059971,0.0139444,0.9771168,0.0001094143,0.00182565,0.00002570403],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889682,0.0003400251,0.009449452,0.00004148389,0.00006096319,0.0000293908,0.0001815975,0.0001528672,0.0007760408],"genre_scores_gemma":[0.98935,0.0000796106,0.009078438,0.00001383575,0.00001204676,0.00002838002,0.000119201,0.00001064117,0.001307811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008778304,"threshold_uncertainty_score":0.002936602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006850843980127239,"score_gpt":0.1867976027102105,"score_spread":0.1799467587300833,"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."}}