{"id":"W4396828277","doi":"10.1016/j.tsep.2024.102634","title":"Experimental study on wavy fin desiccant coated heat exchanger for hybrid air conditioning systems","year":2024,"lang":"en","type":"article","venue":"Thermal Science and Engineering Progress","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Indian Institute of Technology Mandi; Indian Institute of Technology Delhi","keywords":"Desiccant; Heat exchanger; Materials science; Fin; Air conditioning; Coefficient of performance; Thermodynamics; Humidity; Environmental science; Heat pump; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002670906,0.0003202973,0.0003419524,0.0001637677,0.0007049187,0.0003052264,0.0004635361,0.0004272991,0.002783494],"category_scores_gemma":[0.0002591674,0.0001789375,0.000286613,0.0001747258,0.000350826,0.0003916873,0.0002442996,0.0002675657,0.0002474248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339671,"about_ca_system_score_gemma":0.0001916331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046957,"about_ca_topic_score_gemma":0.001943186,"domain_scores_codex":[0.9997509,0.00003357648,0.00001137627,0.00007975353,0.00008194445,0.00004248668],"domain_scores_gemma":[0.9997482,0.00005686079,0.00002640206,0.00003530678,0.0001131154,0.00002011917],"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":[0.0004078081,0.0001500915,0.002044294,0.000156974,0.00001794219,0.00009417037,0.0001914298,0.001741434,0.9911151,0.0001548204,0.0002100302,0.003715923],"study_design_scores_gemma":[0.00003766131,0.001924157,0.0167168,0.00001022923,0.0000437857,0.00008642715,0.0002369718,0.008414255,0.9706867,0.00004215052,0.001778271,0.00002278054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979277,0.00008615521,0.00118846,0.00001299354,0.00001602919,0.00001635005,0.00006875394,0.00002997791,0.0006535954],"genre_scores_gemma":[0.9974157,0.00005476776,0.001118097,0.000008086777,0.000005844474,0.00001436351,0.00006236478,0.000007181932,0.001313591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002783494,"threshold_uncertainty_score":0.009311736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071589508170182,"score_gpt":0.2629826434693908,"score_spread":0.2422667483876889,"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."}}