{"id":"W2521976965","doi":"10.1115/1.4034756","title":"Performance Definitions for Three-Fluid Heat and Moisture Exchangers","year":2016,"lang":"en","type":"article","venue":"Journal of Heat Transfer","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heat exchanger; Plate fin heat exchanger; NTU method; Refrigerant; Thermodynamics; Plate heat exchanger; Moisture; Process engineering; Moving bed heat exchanger; Petroleum engineering; Mechanical engineering; Environmental science; Materials science; Engineering; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001179911,0.00008399541,0.0001487046,0.00006764974,0.00004500314,0.00001225335,0.00004920792,0.00005562264,0.00003598587],"category_scores_gemma":[0.00000365963,0.00005345851,0.00007744412,0.00003835268,0.00001984014,0.0001405909,0.000001307953,0.00007036227,0.000004346391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002836327,"about_ca_system_score_gemma":0.00001056908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001230195,"about_ca_topic_score_gemma":0.00001369751,"domain_scores_codex":[0.9995092,0.000006995968,0.0002132483,0.00004902733,0.00009383085,0.0001277439],"domain_scores_gemma":[0.9997665,0.00004279041,0.0000027236,0.00005703897,0.00005646388,0.00007449674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006821124,0.0001476874,0.01344121,0.001588269,0.0006229117,0.00003166388,0.002631547,0.01258659,0.8977526,0.00372567,0.01822242,0.04856733],"study_design_scores_gemma":[0.0456938,0.00699086,0.1518988,0.0102091,0.001451347,0.007320839,0.00135522,0.108152,0.2047435,0.004176774,0.453496,0.004511759],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8225017,0.001355241,0.1745527,0.0005855291,0.0004075175,0.0001060741,0.00001860194,0.00003358819,0.0004390774],"genre_scores_gemma":[0.9984343,0.001099001,0.0001268095,0.00004997242,0.0002272664,0.000008191634,5.199132e-7,0.00001791454,0.00003599357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6930091,"threshold_uncertainty_score":0.2179975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586331372444312,"score_gpt":0.2105662905202056,"score_spread":0.1847029767957625,"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."}}