{"id":"W4410274270","doi":"10.1016/j.indenv.2025.100098","title":"New considerations for representing moisture in indoor thermal conditions: Associations between enthalpy, cognitive performance, and thermal sensations","year":2025,"lang":"en","type":"article","venue":"Indoor Environments","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; Natural Sciences and Engineering Research Council of Canada","keywords":"Enthalpy; Thermal; Moisture; Cognition; Environmental science; Thermal comfort; Thermodynamics; Atmospheric sciences; Psychology; Meteorology; Physics; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009643602,0.0001286002,0.0001485364,0.0001386901,0.0002217201,0.00004418705,0.00004618003,0.000125043,0.00004213372],"category_scores_gemma":[0.00006665631,0.0001464693,0.00003353894,0.0001227698,0.00003458895,0.0002262292,0.00003180843,0.0001570704,0.000002418575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000079037,"about_ca_system_score_gemma":0.00002669936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002658576,"about_ca_topic_score_gemma":0.00002122237,"domain_scores_codex":[0.9992635,0.00002854548,0.0002553895,0.0001756898,0.00009026589,0.0001866522],"domain_scores_gemma":[0.9994751,0.0003211416,0.00005148166,0.0001026418,0.00001019585,0.00003948805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001043881,0.00005104347,0.673065,0.0000264984,0.0002455899,0.000001401089,0.0005863208,0.3185191,0.001786135,0.001015901,0.0005647834,0.004127798],"study_design_scores_gemma":[0.0015448,0.0000208454,0.9626839,0.00009372956,0.00009743143,9.148048e-7,0.0001009277,0.02987027,0.004361759,0.0007190599,0.0002932644,0.0002131067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856132,0.00007983786,0.01123637,0.0001288873,0.0001096833,0.000416094,0.0001208569,0.00006684341,0.002228269],"genre_scores_gemma":[0.9972953,0.00004049968,0.001671239,0.000068122,0.00006347874,0.0001274232,0.0002665434,0.00001865869,0.0004487708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2896189,"threshold_uncertainty_score":0.5972844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209790013345263,"score_gpt":0.2315716246458442,"score_spread":0.2194737245123916,"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."}}