{"id":"W2795218431","doi":"10.29007/q5bh","title":"an Experimental Evaluation on Air Conditioning Performance with Vairtex Air Director Applied on Residential Condenser Unit","year":2018,"lang":"en","type":"paratext","venue":"EasyChair preprint","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Ontario Centres of Excellence","keywords":"Condenser (optics); Air conditioning; Gas compressor; Coefficient of performance; Power consumption; Flow (mathematics); Engineering; Mechanical engineering; Environmental science; Power (physics); Mechanics; Thermodynamics; Refrigerant; Physics; Optics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005659129,0.0004236531,0.0005038629,0.0003071893,0.0005700005,0.0003745717,0.0006200156,0.0003873766,0.003519674],"category_scores_gemma":[0.0008948335,0.0001982969,0.0002640281,0.0004235279,0.0003038482,0.0003283716,0.0003041229,0.000295899,0.0005252635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005007409,"about_ca_system_score_gemma":0.0003340839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002921848,"about_ca_topic_score_gemma":0.005225757,"domain_scores_codex":[0.9992527,0.0001825767,0.00004162749,0.0001400645,0.0002566257,0.0001263826],"domain_scores_gemma":[0.9992326,0.0001645335,0.00004255921,0.0001152393,0.0003982559,0.00004684854],"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":[0.001517388,0.0004682495,0.002704648,0.0001841609,0.00002854962,0.00007315251,0.000189922,0.001326057,0.9800602,0.0001167558,0.0002604169,0.01307055],"study_design_scores_gemma":[0.00003819242,0.003020343,0.01138162,0.000005579003,0.00003896119,0.00005377551,0.00007800301,0.001476007,0.9827386,0.000009228376,0.001148927,0.00001075935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970523,0.0001148628,0.001259681,0.0000164211,0.00001257142,0.00004655594,0.0001306936,0.00008220782,0.001284585],"genre_scores_gemma":[0.9956089,0.0001065704,0.001776338,0.00001697707,0.000007509964,0.00002904602,0.0001578558,0.00002591512,0.002270968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003519674,"threshold_uncertainty_score":0.01177454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125569959488885,"score_gpt":0.2801416814866338,"score_spread":0.2588859818917449,"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."}}