{"id":"W2135240370","doi":"10.1080/10789669.2010.10390907","title":"Impacts of Mixing on AcceptableIndoor Air Quality in Homes","year":2010,"lang":"en","type":"article","venue":"HVAC&R Research","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Indoor air quality; Ventilation (architecture); Mixing (physics); Environmental engineering; Pollutant; Air quality index; Population; HVAC; Air conditioning; Waste management; Engineering; Meteorology; Environmental health; Geography; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002710729,0.00006168001,0.0001956438,0.0004360595,0.00006304703,0.0000125586,0.00006729094,0.00009730613,0.0007228354],"category_scores_gemma":[0.001402367,0.00004990665,0.00006064932,0.0004360828,0.00006501677,0.0000909102,0.00003551313,0.0006934598,0.00008823217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005419915,"about_ca_system_score_gemma":0.0001450572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102048,"about_ca_topic_score_gemma":0.0007951119,"domain_scores_codex":[0.9986069,0.0001646131,0.0002425041,0.0001585522,0.0005294587,0.0002979967],"domain_scores_gemma":[0.999007,0.0003063769,0.00004503476,0.0002637526,0.0002801061,0.00009770562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009404089,0.0004222984,0.7281351,0.000185479,0.00001996954,0.00001311308,0.0002862143,0.000008790916,0.2541716,0.002795033,0.0007390157,0.01228295],"study_design_scores_gemma":[0.001573432,0.0002658158,0.9521027,0.00006937385,0.000003078859,0.000004097482,0.00009632811,0.0003692212,0.04351998,0.0002865118,0.001663533,0.0000459724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835286,0.00002819315,0.00003752311,0.0007653111,0.0001347758,0.0003309599,0.000002803077,0.00001843704,0.0151534],"genre_scores_gemma":[0.9986517,0.00001029221,0.00005027713,0.00005316574,0.000182748,0.00001760108,0.000007793175,0.000009697497,0.001016709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2239676,"threshold_uncertainty_score":0.7914541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0982010936503611,"score_gpt":0.4691359735559246,"score_spread":0.3709348799055635,"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."}}