{"id":"W4392384616","doi":"10.1016/j.solener.2024.112440","title":"Enhancing indoor thermal comfort and sustainability: A solar-driven desiccant cooling and adsorption chiller system with environmental impact assessment","year":2024,"lang":"en","type":"article","venue":"Solar Energy","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Chiller; Desiccant; Environmental science; Sustainability; Adsorption; Solar air conditioning; Passive solar building design; Thermal; Process engineering; Materials science; Environmental engineering; Architectural engineering; Solar energy; Thermodynamics; Chemistry; Composite material; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001999261,0.0002367656,0.0002413527,0.0001053551,0.00009680264,0.0001589928,0.00005397114,0.0001000681,0.00001444439],"category_scores_gemma":[0.000002225157,0.0001886012,0.00005110872,0.0000855856,0.00004817301,0.0002069188,0.00004103992,0.0001918952,0.000002095516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000475117,"about_ca_system_score_gemma":0.00006338215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001528786,"about_ca_topic_score_gemma":0.00005768541,"domain_scores_codex":[0.998945,0.00005856693,0.000234254,0.00028,0.0001836252,0.0002985576],"domain_scores_gemma":[0.9996317,0.00003494461,0.00003132104,0.0001613998,0.00001275338,0.0001278824],"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":[0.0003495828,0.0001813828,0.07610304,0.00579976,0.002419348,0.0006562059,0.008922143,0.6167244,0.2236046,0.01263215,0.0001060317,0.05250133],"study_design_scores_gemma":[0.0005869766,0.0002028552,0.01837423,0.0004865899,0.0000848385,0.0003396728,0.002081265,0.9735276,0.002677184,0.00002301786,0.001135476,0.0004802717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8796092,0.001389035,0.1182192,0.0000101796,0.0001464597,0.0001619906,0.00001094621,0.0003137242,0.0001392549],"genre_scores_gemma":[0.9993632,0.0001055419,0.0001769709,0.00001159296,0.000139762,0.00004947913,0.00002345778,0.00006151163,0.00006845762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3568032,"threshold_uncertainty_score":0.7690933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003519588921854473,"score_gpt":0.2053784577740217,"score_spread":0.2018588688521672,"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."}}