{"id":"W2046280281","doi":"10.1016/j.enconman.2011.11.007","title":"A comparative study on energetic, exergetic and environmental performance assessments of novel M-Cycle based air coolers for buildings","year":2011,"lang":"en","type":"article","venue":"Energy Conversion and Management","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Exergy; Environmental science; Exergy efficiency; Greenhouse gas; Electricity; Environmental engineering; Life-cycle assessment; Coefficient of performance; Waste management; Engineering; Ecology; Mechanical engineering; Heat pump; Heat exchanger; Production (economics)","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":[0.00007641787,0.0001458845,0.0002063597,0.00009453178,0.00006296747,0.000005685168,0.00007713008,0.00002867822,0.00002076079],"category_scores_gemma":[3.054376e-7,0.000135377,0.00003734136,0.0000391932,0.00004450173,0.00004447244,0.00003685517,0.00002926657,7.915393e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002472658,"about_ca_system_score_gemma":0.000002268088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004011636,"about_ca_topic_score_gemma":0.000002526004,"domain_scores_codex":[0.9993852,0.0000108776,0.0001652609,0.0001829439,0.0001181498,0.0001375812],"domain_scores_gemma":[0.9997593,0.00001486594,0.00004185106,0.0001175438,0.000006808157,0.00005959944],"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":[0.008096116,0.01792858,0.04172519,0.007431658,0.01202854,0.00008470815,0.03994384,0.6506616,0.04207298,0.05808184,0.00948132,0.1124636],"study_design_scores_gemma":[0.004161916,0.0009798688,0.01376709,0.0001152995,0.0002339093,8.433202e-7,0.009581634,0.9617882,0.004924824,0.00001838334,0.004046303,0.0003816981],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218711,0.00008491372,0.07505814,0.000004189503,0.000176061,0.0002259851,0.000009066113,0.00003851008,0.002532042],"genre_scores_gemma":[0.9987553,0.0001387172,0.0006826763,0.00004301163,0.000007397106,0.00004228835,0.00001234674,0.00001308149,0.0003051274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3111266,"threshold_uncertainty_score":0.5520515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585256756396341,"score_gpt":0.2238431806947207,"score_spread":0.2079906131307573,"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."}}