{"id":"W4405398742","doi":"10.1016/j.applthermaleng.2024.125227","title":"Development of a novel isothermal heat and mass exchanger for humidity control","year":2024,"lang":"en","type":"article","venue":"Applied Thermal Engineering","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Isothermal process; Heat exchanger; Humidity; Materials science; Thermodynamics; Mechanical engineering; Environmental science; Process engineering; Nuclear engineering; Mechanics; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002974788,0.0003074607,0.0003546691,0.0001938744,0.0001936287,0.0002761871,0.0006381181,0.000388446,0.001298256],"category_scores_gemma":[0.0002421109,0.0002396382,0.0002485809,0.000126982,0.0001904306,0.0004987529,0.0002038726,0.0004531589,0.0004185813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002241525,"about_ca_system_score_gemma":0.0002714306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003127893,"about_ca_topic_score_gemma":0.0004918154,"domain_scores_codex":[0.9998153,0.00001226256,0.00001005234,0.00004372429,0.00009796712,0.00002080264],"domain_scores_gemma":[0.9998963,0.00002395488,0.00002679973,0.000009587461,0.0000321271,0.00001113156],"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":[0.00005172559,0.00005053542,0.000243463,0.00008856901,0.000007316015,0.00002944519,0.00001628798,0.001407662,0.9864988,0.0003666647,0.0001256142,0.01111387],"study_design_scores_gemma":[0.00002197304,0.0002258066,0.001545541,0.000004680713,0.00001622485,0.00009621752,0.000008220221,0.03203264,0.9605545,0.00005557343,0.005420015,0.00001847417],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6280087,0.001240519,0.3620168,0.0001659958,0.0002100391,0.0005006919,0.0002762845,0.001578252,0.006002659],"genre_scores_gemma":[0.8364255,0.0005633095,0.154783,0.0000870578,0.00006954449,0.0002364861,0.0001977419,0.00007276865,0.007564628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001298256,"threshold_uncertainty_score":0.004343092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260655680782317,"score_gpt":0.2002392374189171,"score_spread":0.187632680611094,"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."}}