{"id":"W2949477607","doi":"10.22215/etd/2018-13177","title":"Mathematical Modeling and Testing of a Loop Heat Pipe Using a Two – Way Pressure Regulating Valve","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Loop heat pipe; Body orifice; Mechanics; Materials science; Heat transfer; Evaporator; Vaporization; Thermodynamics; Heat pipe; Engineering; Mechanical engineering; Heat exchanger; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002054904,0.0002740636,0.0004856933,0.00008046309,0.0001289686,0.00003016114,0.00007116386,0.0001768751,0.00003845609],"category_scores_gemma":[0.00009970479,0.0002562739,0.00009111087,0.0001348536,0.00003212182,0.00007458239,0.00001294465,0.000199255,0.000002346238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001770024,"about_ca_system_score_gemma":0.00002710351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001219807,"about_ca_topic_score_gemma":0.00006753836,"domain_scores_codex":[0.998836,0.00001689451,0.0004523649,0.0002213738,0.0002052932,0.0002680332],"domain_scores_gemma":[0.9994732,0.000124775,0.00001636764,0.0001555409,0.000173496,0.00005666941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001293478,0.0001822896,0.0005345135,0.05359168,0.003590924,0.00001237852,0.06071608,0.6722276,0.1725494,0.002001992,0.0001043184,0.03435941],"study_design_scores_gemma":[0.0001909902,0.00002410897,0.00001447449,0.002009744,0.0003495808,0.000005880907,0.001045342,0.9891558,0.00635073,0.0005733905,0.00001004679,0.0002698669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9380894,0.001570593,0.03121955,0.000002426531,0.0001343324,0.0002454282,0.000006459108,0.0002637928,0.02846808],"genre_scores_gemma":[0.9652711,0.00003576258,0.03381954,0.000002309936,0.0001567012,0.000008710036,0.00001729824,0.00008001502,0.0006086277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3169282,"threshold_uncertainty_score":0.999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03786141487116786,"score_gpt":0.2848790112267249,"score_spread":0.2470175963555571,"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."}}