{"id":"W4410566276","doi":"10.1177/01436244251339728","title":"Thermal comfort in lower economic groups: The applicability of the ASHRAE-55 adaptive standards in informal settlements and refugee camps","year":2025,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Engineering and Physical Sciences Research Council","keywords":"ASHRAE 90.1; Human settlement; Refugee; Thermal comfort; Informal settlements; Architectural engineering; Engineering; Environmental science; Geography; Economic growth; Economics; Waste management; Meteorology","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":[0.0006920482,0.0001184465,0.0001649595,0.0003989988,0.00007214933,0.00002556691,0.0003415336,0.0001572913,0.000002710036],"category_scores_gemma":[0.00001937804,0.0000883859,0.00001429889,0.0006645368,0.000135278,0.0001100445,0.0003145335,0.0004943474,9.652513e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001447551,"about_ca_system_score_gemma":0.00004110728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001172912,"about_ca_topic_score_gemma":0.0004993578,"domain_scores_codex":[0.9991336,0.00001745626,0.0002390444,0.0001637784,0.0001317207,0.0003144011],"domain_scores_gemma":[0.9995394,0.00009995289,0.00002192125,0.0002814964,0.0000372081,0.00002001404],"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":[0.00004934143,0.0000250226,0.03206481,0.000329299,0.00004987422,0.0000019415,0.000159656,0.9032746,0.002350148,0.05622857,0.00001412069,0.00545261],"study_design_scores_gemma":[0.001169232,0.0001082428,0.03146561,0.0005435219,0.000009705763,0.000005629638,0.0005506923,0.9469721,0.01224088,0.004082006,0.002580515,0.0002719108],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978771,0.0005764727,0.0007679312,0.0001681929,0.00008115728,0.000252977,0.00001302796,0.00007619956,0.0001869541],"genre_scores_gemma":[0.9992928,0.0001134205,0.0004723366,0.000007656821,0.000008622539,0.0000828166,0.000001600464,0.0000117045,0.000009077626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05214657,"threshold_uncertainty_score":0.3604273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004837860848643426,"score_gpt":0.2481495290272837,"score_spread":0.2433116681786402,"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."}}