{"id":"W2235245904","doi":"","title":"Study of the Breathing Effect of Reciprocating Compressor Under Duty Cycle Regulation (DCR) Capacity Control by Simulation and Experiment","year":2015,"lang":"en","type":"article","venue":"Advances in natural science/Advances in natural sciences","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reciprocating compressor; Suction; Gas compressor; Mechanics; Fluent; Thermal expansion valve; Work (physics); Reciprocating motion; Flow (mathematics); Computational fluid dynamics; Control theory (sociology); Engineering; Mechanical engineering; Materials science; Physics; Computer science; Control (management)","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":[0.0003563841,0.0002774436,0.0004059935,0.0002818946,0.0002892127,0.0002280922,0.0003516749,0.0003762385,0.0009077512],"category_scores_gemma":[0.0007948466,0.0001189689,0.000387671,0.0001945501,0.000436135,0.0004218585,0.0002271321,0.0002147088,0.0000821602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000203388,"about_ca_system_score_gemma":0.0002028438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001708881,"about_ca_topic_score_gemma":0.000845813,"domain_scores_codex":[0.9997427,0.00003224195,0.00001938015,0.00005010661,0.000107102,0.00004840787],"domain_scores_gemma":[0.9996067,0.0001776837,0.00005169112,0.00005468983,0.00009161897,0.00001764476],"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":[0.001152259,0.000272813,0.01347089,0.0006969905,0.00005286784,0.000529282,0.0006862475,0.1431154,0.7871534,0.002162154,0.0008270615,0.04988072],"study_design_scores_gemma":[0.000104723,0.001610126,0.01953978,0.00003022398,0.00006354208,0.0001975812,0.000222339,0.5699365,0.4053318,0.0004277296,0.002461557,0.00007421974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902287,0.0002917858,0.007501992,0.00005725245,0.00002027884,0.00003252659,0.00009517532,0.000159746,0.001612453],"genre_scores_gemma":[0.9978651,0.00009739299,0.001664525,0.000005978825,0.000003144934,0.00001275068,0.00003970489,0.000008950431,0.0003024721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001708881,"threshold_uncertainty_score":0.003397822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120562847905503,"score_gpt":0.3088637292223744,"score_spread":0.2968074444318241,"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."}}