{"id":"W4361983528","doi":"10.1039/d2em00434h","title":"Hydrogen peroxide emissions from surface cleaning in a single-family residence","year":2023,"lang":"en","type":"article","venue":"Environmental Science Processes & Impacts","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canada Research Chairs; Alfred P. Sloan Foundation","keywords":"Hydrogen peroxide; Residence; Environmental science; Residence time (fluid dynamics); Environmental chemistry; Chemistry; Engineering; Sociology; Demography; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001533618,0.0003346403,0.0002934957,0.0001430673,0.0007718175,0.0001486775,0.0009947561,0.0001258987,0.001179655],"category_scores_gemma":[0.0009211782,0.0003140165,0.00004749577,0.002797555,0.00130393,0.002152114,0.0008552192,0.0003503924,0.00329535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273486,"about_ca_system_score_gemma":0.0002366364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00216167,"about_ca_topic_score_gemma":0.0005182123,"domain_scores_codex":[0.9953105,0.0001003685,0.0005310688,0.001020825,0.001481395,0.001555772],"domain_scores_gemma":[0.9979884,0.0003083539,0.000204929,0.0005015343,0.000004608688,0.0009921519],"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":[0.00004622921,0.0002305858,0.1490988,0.00003022613,0.000002958353,0.0000644647,0.007359357,0.01022366,0.8271508,0.000004229975,0.001308133,0.004480565],"study_design_scores_gemma":[0.000492062,0.0002142914,0.8715547,0.0002383103,0.00000978955,0.00001331272,0.004433745,0.002601017,0.1164115,0.001288574,0.002141933,0.0006008399],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947501,0.0002667444,0.00003499176,0.001664367,0.00008972116,0.0003641842,0.00004209485,0.0001811942,0.002606605],"genre_scores_gemma":[0.9960178,0.0003783453,0.001364464,0.001789418,0.00004103661,0.00001353137,0.00001926356,0.00003373219,0.0003423798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7224558,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403820446486756,"score_gpt":0.2978031995959577,"score_spread":0.2537649951310902,"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."}}