{"id":"W4307248033","doi":"10.1016/j.egyr.2022.10.149","title":"Thermal performance of various adiabatic section lengths of closed-loop pulsating heat pipe designed for energy recovery applications","year":2022,"lang":"en","type":"article","venue":"Energy Reports","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Mechanical Engineering, University of Alberta; Chiang Mai University","keywords":"Condenser (optics); Adiabatic process; Evaporator; Heat flux; Mechanics; Materials science; Thermodynamics; Working fluid; Heat pipe; Micro-loop heat pipe; Heat transfer; Physics; Heat exchanger; Optics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000421173,0.0003625232,0.0002459916,0.0001814191,0.0002115384,0.0002697637,0.0004174379,0.0002880627,0.001381751],"category_scores_gemma":[0.0009472421,0.0001743963,0.0002047256,0.0002364605,0.0003593908,0.0004542531,0.0001839936,0.0002759079,0.0001975774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002293466,"about_ca_system_score_gemma":0.0001864518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000251187,"about_ca_topic_score_gemma":0.0003661975,"domain_scores_codex":[0.9996777,0.00004859278,0.00001955481,0.00007804363,0.000121307,0.00005488793],"domain_scores_gemma":[0.9994468,0.0001715918,0.0001307956,0.00005298574,0.0001587711,0.00003901867],"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":[0.0009665506,0.0001072653,0.002295129,0.0002059287,0.00001220415,0.00008435193,0.0001425332,0.002677481,0.9827155,0.0001399865,0.0001828065,0.01047018],"study_design_scores_gemma":[0.00002187302,0.001655686,0.01079293,0.000007395607,0.00002598072,0.00007348877,0.0000559969,0.008403022,0.9779409,0.00004685861,0.0009592291,0.00001665355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932448,0.0002184654,0.00577412,0.00001945186,0.00002839042,0.00002240685,0.00008394116,0.0001399458,0.0004684434],"genre_scores_gemma":[0.9974816,0.00007318443,0.001818178,0.000007218238,0.000006920698,0.00002011864,0.00006297465,0.00001725101,0.0005126719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001381751,"threshold_uncertainty_score":0.004622459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007357193954267871,"score_gpt":0.1949630067511088,"score_spread":0.1876058127968409,"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."}}