{"id":"W2077613011","doi":"10.1080/10789669.2009.10390845","title":"Performance and Design of Dehumidifier Wheels","year":2009,"lang":"en","type":"article","venue":"HVAC&R Research","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Laminar flow; Water vapor; Mechanics; HVAC; Mass transfer; Thermal conduction; Transient (computer programming); Flow (mathematics); Regenerative heat exchanger; Coupling (piping); Heat transfer; Range (aeronautics); Thermodynamics; Environmental science; Materials science; Air conditioning; Mechanical engineering; Engineering; Computer science; Heat exchanger; Meteorology; Physics; Aerospace engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0006384549,0.00005198662,0.00008872238,0.0001157259,0.0000449928,0.00001881829,0.00009290917,0.00004465652,0.00004374715],"category_scores_gemma":[0.00002407725,0.00004791208,0.00001185701,0.0001787591,0.00003453896,0.00006823656,0.00001193074,0.0001576141,0.00005920246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001906407,"about_ca_system_score_gemma":0.00001369786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000387704,"about_ca_topic_score_gemma":3.820381e-7,"domain_scores_codex":[0.9993035,0.00005490538,0.0001160071,0.00008230199,0.0002344783,0.0002088124],"domain_scores_gemma":[0.9996717,0.00004914119,0.000007302888,0.0001445187,0.00006958864,0.00005772271],"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":[0.0002752032,0.0001946089,0.01218872,0.00149996,0.0001066009,0.00003712317,0.005140428,0.0797447,0.5282856,0.006049139,0.06159231,0.3048856],"study_design_scores_gemma":[0.0008255953,0.0005802449,0.03819997,0.0002790196,0.000006225699,0.00003993781,0.000240605,0.885258,0.06104667,0.0009816396,0.01218508,0.0003569708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715345,0.0009609699,0.009753888,0.00007298656,0.00006864477,0.0002681846,0.000001168427,0.0001155887,0.0172241],"genre_scores_gemma":[0.9978849,0.0003333568,0.0002777903,0.000006385654,0.00004747686,0.000007614173,5.088549e-7,0.000008635475,0.001433337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8055133,"threshold_uncertainty_score":0.1953798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09934270578956868,"score_gpt":0.3280363693802792,"score_spread":0.2286936635907105,"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."}}