{"id":"W4293115960","doi":"10.11159/htff22.171","title":"CFD Study Of Flow And Heat Transfer During Compression Process In A Liquid Piston For Isothermal Compressed Air Energy Storage","year":2022,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre National de la Recherche Scientifique","keywords":"Piston (optics); Mechanics; Heat transfer; Materials science; Compression (physics); Computational fluid dynamics; Isothermal process; Isothermal flow; Cylinder; Compression ratio; Flow (mathematics); Thermodynamics; Mechanical engineering; Engineering; Physics; Optics; Composite material; Internal combustion engine","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":[0.0001350768,0.0001945636,0.0003614493,0.0003105859,0.0004771083,0.0003277852,0.00018541,0.0002846862,0.0007581034],"category_scores_gemma":[0.0003571126,0.00009671682,0.0002101085,0.0003002523,0.0005180911,0.0003412633,0.0001388363,0.0002374656,0.00006099739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005152566,"about_ca_system_score_gemma":0.0006771313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006951346,"about_ca_topic_score_gemma":0.003836048,"domain_scores_codex":[0.9999424,0.00000758582,0.000003034086,0.000009422833,0.00002609279,0.00001143704],"domain_scores_gemma":[0.999832,0.0001092166,0.00001065318,0.000006742531,0.00003153572,0.000009794629],"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":[0.0009447132,0.0003369417,0.02568684,0.0004411184,0.00002984587,0.001656488,0.001201547,0.308167,0.5999116,0.006739573,0.001716888,0.05316744],"study_design_scores_gemma":[0.00002599611,0.0001936227,0.008841869,0.00001120312,0.00001095775,0.0001224497,0.000144765,0.890534,0.09888858,0.0002781596,0.0009246105,0.00002373139],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878206,0.0001632893,0.009428118,0.0001290367,0.0000188375,0.00002816359,0.0001105381,0.0001257726,0.002175555],"genre_scores_gemma":[0.9971803,0.00006611708,0.002023702,0.000005354924,0.000003893532,0.000009291838,0.0000572888,0.000006931849,0.0006470685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006951346,"threshold_uncertainty_score":0.01382172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00414915757116169,"score_gpt":0.1908060471597582,"score_spread":0.1866568895885965,"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."}}