{"id":"W4385407863","doi":"10.1016/j.jobe.2023.107466","title":"A study on evaporative cooling capacity of a novel green wall to control ventilating air temperature","year":2023,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Evaporative cooler; Evaporation; Environmental science; Airflow; Water cooling; Transpiration; Air temperature; Inlet; Air layer; Cooling capacity; Free cooling; Passive cooling; Environmental engineering; Atmospheric sciences; Materials science; Meteorology; Thermal; Layer (electronics); Chemistry; Composite material; Mechanical engineering; 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":[0.0005773124,0.0001060377,0.0002161191,0.0001613978,0.0000415703,0.00001235982,0.0001320457,0.00003756461,0.000007996186],"category_scores_gemma":[0.0001909388,0.00009312588,0.0000645758,0.0004342402,0.000009093668,0.000154476,0.00003720112,0.0002302896,0.000004243945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539531,"about_ca_system_score_gemma":0.000008496348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004431872,"about_ca_topic_score_gemma":0.000007712961,"domain_scores_codex":[0.9990115,0.00001669225,0.000334335,0.00011284,0.0003587084,0.0001659189],"domain_scores_gemma":[0.9995326,0.0001046453,0.0001577347,0.00009269385,0.00003082506,0.00008154462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00002286416,0.00005091456,0.01045892,0.00000767952,0.00002875562,0.0000145622,0.002034558,0.5168791,0.470336,0.000008954602,0.00009594846,0.00006175663],"study_design_scores_gemma":[0.004159679,0.001772803,0.7586017,0.001067196,0.0001310125,0.00009370786,0.001288456,0.1221358,0.1099594,0.00004722478,0.0002073481,0.0005356988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994872,0.000004544404,0.004643396,0.00008714985,0.0001490982,0.0001937063,0.000005108132,0.00002550166,0.00001944611],"genre_scores_gemma":[0.9973746,3.795511e-7,0.002459859,0.00003504398,0.00008827745,0.000004113565,2.979043e-7,0.00001556995,0.00002186773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7481427,"threshold_uncertainty_score":0.3797563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058409806121615,"score_gpt":0.2444616502549383,"score_spread":0.2238775521937222,"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."}}