{"id":"W4399879545","doi":"10.1039/d4em00209a","title":"The chemical assessment of surfaces and air (CASA) study: using chemical and physical perturbations in a test house to investigate indoor processes","year":2024,"lang":"en","type":"article","venue":"Environmental Science Processes & Impacts","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Standards and Technology; Bucknell University; Colorado State University; Yale University; Alfred P. Sloan Foundation","keywords":"Indoor air; Environmental science; Indoor air quality; Environmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006006323,0.0009415587,0.000574148,0.0005602775,0.001330677,0.000859814,0.0007865548,0.0009291273,0.0009391463],"category_scores_gemma":[0.0006508426,0.0003985957,0.001249449,0.0003783591,0.001032138,0.0005812118,0.0009648261,0.001016981,0.000228369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326901,"about_ca_system_score_gemma":0.001558302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01356744,"about_ca_topic_score_gemma":0.01596988,"domain_scores_codex":[0.9991252,0.0001701585,0.00003325505,0.0002249841,0.0003685229,0.00007798935],"domain_scores_gemma":[0.9993252,0.0001407972,0.0001276991,0.000120952,0.0001639449,0.0001215101],"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":[0.001306423,0.001878112,0.01147551,0.0001623097,0.0001184448,0.0001878082,0.0002326168,0.001987506,0.9742239,0.0004778984,0.0002873573,0.007662154],"study_design_scores_gemma":[0.0001216465,0.01768959,0.02298683,0.00000892827,0.0001347979,0.0001497659,0.0003149552,0.003173487,0.9531713,0.0001788631,0.002025286,0.00004457916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917951,0.0001484995,0.005787613,0.0001011263,0.00006133045,0.0004043784,0.0004998135,0.00006503047,0.001137081],"genre_scores_gemma":[0.9852067,0.0002634677,0.01089208,0.0001173684,0.00002564536,0.0003512693,0.0003849579,0.00002736529,0.002731221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356744,"threshold_uncertainty_score":0.02697694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449066759478422,"score_gpt":0.2855133734427003,"score_spread":0.271022705847916,"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."}}