{"id":"W2888004421","doi":"10.1115/1.4041185","title":"Effect of Moisture Transfer Through a Semipermeable Membrane on Condensation/Frosting Limit","year":2018,"lang":"en","type":"article","venue":"Journal of Heat Transfer","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Semipermeable membrane; Frost (temperature); Condensation; Membrane; Moisture; Humidity; Chemistry; Relative humidity; Materials science; Chromatography; Thermodynamics; Composite material","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":[0.0002226166,0.0002787579,0.0003091664,0.0001588913,0.0001976997,0.0003295003,0.0002308734,0.0002798412,0.001006269],"category_scores_gemma":[0.000646531,0.0001426986,0.0002921406,0.0001207924,0.0003085083,0.0004440581,0.0002589308,0.0004124038,0.0001488876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002090471,"about_ca_system_score_gemma":0.0001230111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004847878,"about_ca_topic_score_gemma":0.0003886539,"domain_scores_codex":[0.9997684,0.00003018283,0.00001397676,0.00004876038,0.0000920487,0.00004667533],"domain_scores_gemma":[0.9994918,0.0002759914,0.0001056452,0.00003293843,0.0000632654,0.00003025709],"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":[0.0001086148,0.0000128416,0.0002717897,0.00004774538,0.000005087355,0.00003690902,0.00002786186,0.0002005315,0.9981713,0.00002052663,0.000009107874,0.001087552],"study_design_scores_gemma":[0.0000051972,0.0003351973,0.00215117,0.000003172461,0.00000828365,0.00002857392,0.00002987988,0.0007734536,0.996402,0.0000108539,0.0002479655,0.00000418333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981216,0.0003694118,0.00102782,0.00001843397,0.0000110083,0.00001132188,0.00003549637,0.00002129952,0.0003834506],"genre_scores_gemma":[0.9987375,0.0002084386,0.0007674323,0.00001117485,0.000004225491,0.000008522468,0.00003253548,0.000008046089,0.0002221635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001006269,"threshold_uncertainty_score":0.003366351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516307616170691,"score_gpt":0.3011931549076762,"score_spread":0.2760300787459692,"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."}}