{"id":"W4403961613","doi":"10.1016/j.energy.2024.133664","title":"Design, optimization, and performance analysis of a solar-wind powered compression chiller with built-in energy storage system for sustainable cooling in remote areas","year":2024,"lang":"en","type":"article","venue":"Energy","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Chiller; Chiller boiler system; Environmental science; Solar energy; Solar air conditioning; Automotive engineering; Passive solar building design; Sustainable energy; Solar powered; Engineering; Process engineering; Marine engineering; Mechanical engineering; Renewable energy; Water chiller; Electrical engineering; Gas compressor; 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":[0.0002006015,0.0005053395,0.0006651294,0.00028748,0.0008145091,0.0006967939,0.0005779372,0.000461627,0.002378939],"category_scores_gemma":[0.0002139432,0.0003469251,0.0004862811,0.0002835288,0.0002506026,0.0003052022,0.0002576394,0.0004341986,0.0002668931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006988482,"about_ca_system_score_gemma":0.001169313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006375126,"about_ca_topic_score_gemma":0.01032003,"domain_scores_codex":[0.9998637,0.00002261739,0.000006002346,0.0000236035,0.00005738011,0.00002671326],"domain_scores_gemma":[0.9998947,0.00003332557,0.00001615058,0.000006353956,0.00003872612,0.00001070971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006962422,0.0004113582,0.002940816,0.0006388895,0.0001470633,0.0002749149,0.0001206927,0.8016035,0.1420678,0.001383254,0.001935545,0.04777987],"study_design_scores_gemma":[0.0001063442,0.001084039,0.00393908,0.00001112761,0.000102541,0.00007042389,0.0000685538,0.9685042,0.02424016,0.0002102794,0.001639998,0.00002310728],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8505786,0.001136669,0.1217148,0.0004761067,0.0001186083,0.00034268,0.0004038057,0.0008220611,0.02440662],"genre_scores_gemma":[0.991198,0.0001306426,0.006117213,0.00001880632,0.00000922957,0.0000674618,0.00006537474,0.00002148823,0.00237173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006375126,"threshold_uncertainty_score":0.01267606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015517758250181,"score_gpt":0.2151058147167626,"score_spread":0.2049506371342608,"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."}}