{"id":"W2898076016","doi":"10.1016/j.apenergy.2018.10.002","title":"Optimum fin spacing of finned tube adsorber bed heat exchangers in an exhaust gas-driven adsorption cooling system","year":2018,"lang":"en","type":"article","venue":"Applied Energy","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Ferdowsi University of Mashhad","keywords":"Fin; Heat exchanger; Thermodynamics; Materials science; Refrigerant; Mechanics; Coefficient of performance; Evaporator; Tube (container); Heat transfer; Vapor-compression refrigeration; Chemistry; Composite material; 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":[0.0001861228,0.0002661703,0.0004133169,0.0002793577,0.00004758605,0.00003084161,0.0001932794,0.0002127412,0.00006212538],"category_scores_gemma":[0.000004485105,0.00029113,0.00006255992,0.0003953283,0.00005890652,0.0001246561,0.00003539895,0.0001324871,0.00004780726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002025709,"about_ca_system_score_gemma":0.00002111896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003027867,"about_ca_topic_score_gemma":0.0004398824,"domain_scores_codex":[0.9984758,0.00004137252,0.0005129143,0.0003240428,0.000228771,0.0004170229],"domain_scores_gemma":[0.9992996,0.00003350267,0.00006954739,0.000404587,0.00006934373,0.0001233731],"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":[0.0001631,0.00006839185,0.0002217771,0.0003611329,0.00006481175,0.000008245035,0.002054918,0.4248387,0.5580183,0.01147867,0.0004068471,0.002315154],"study_design_scores_gemma":[0.001772956,0.0001721372,0.0004290865,0.0005319882,0.00003928816,0.00001845573,0.002263266,0.8358238,0.1561521,0.00006373933,0.001949353,0.0007837476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684582,0.0001070725,0.02440367,0.000009128929,0.0005486877,0.0001816076,0.00000819003,0.0005131963,0.005770219],"genre_scores_gemma":[0.9985407,0.00002513608,0.000629642,0.0000359691,0.0004822285,0.00009523578,0.00004877284,0.00008145051,0.00006087122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4109851,"threshold_uncertainty_score":0.9999541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222263610704705,"score_gpt":0.2115574868334404,"score_spread":0.1993348507263934,"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."}}