{"id":"W4416549148","doi":"10.1016/j.buildenv.2025.114043","title":"Frequency and duty cycle effects of intermittent mist-cooled airflows on outdoor comfort compared with steady misting","year":2025,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"European Commission; Mastercard Foundation; American University of Beirut","keywords":"Mist; Thermal comfort; Relative humidity; Airflow; Evaporative cooler; Thermal; Air movement; Ventilation (architecture); Natural ventilation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003028391,0.0001862778,0.0002733553,0.0001706619,0.0001458425,0.0002338741,0.0002199301,0.0002206074,0.002732773],"category_scores_gemma":[0.001236689,0.0000987468,0.0002529899,0.0001520951,0.0001704944,0.0002202543,0.0001706728,0.0002058853,0.0001143463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001397711,"about_ca_system_score_gemma":0.0001523629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701496,"about_ca_topic_score_gemma":0.002071449,"domain_scores_codex":[0.9998608,0.00003529901,0.00001364506,0.00002513693,0.00003269236,0.00003255428],"domain_scores_gemma":[0.9988055,0.0008210908,0.0000945576,0.00006390745,0.0001114667,0.0001035312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.1653506,0.003584351,0.06278562,0.0006772312,0.0001789537,0.0003019129,0.00103986,0.005321939,0.6693392,0.0002299342,0.0003149062,0.09087555],"study_design_scores_gemma":[0.0008533179,0.04261444,0.6954766,0.00005093875,0.0005354831,0.0003252483,0.0008691591,0.01040291,0.2475007,0.0001354951,0.001188328,0.00004727005],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996225,0.00005350572,0.0001289562,0.00000269423,0.000006488319,0.000003520775,0.0000264506,0.000001728219,0.0001541492],"genre_scores_gemma":[0.9993694,0.0000386777,0.000220127,0.000006795788,0.000006369894,0.000005587073,0.00002942007,0.000003849274,0.0003197493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002732773,"threshold_uncertainty_score":0.009142101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004801719554605361,"score_gpt":0.2011235702207394,"score_spread":0.1963218506661341,"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."}}