{"id":"W3159845548","doi":"10.1111/ina.12845","title":"Volatile organic compound and particulate matter emissions from an ultrasonic essential oil diffuser","year":2021,"lang":"en","type":"article","venue":"Indoor Air","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Canada Foundation for Innovation; Alfred P. Sloan Foundation","keywords":"Linalyl acetate; Eucalyptus oil; Lavender oil; Chemistry; Lavender; Eucalyptol; Particulates; Eucalyptus; Limonene; Environmental science; Environmental chemistry; Essential oil; Pulp and paper industry; Food science; Botany; Linalool; Organic chemistry; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009912142,0.0001728502,0.0001957293,0.00001231144,0.00025958,0.000076981,0.0001564305,0.0001292794,0.02211764],"category_scores_gemma":[0.00001926802,0.0001609792,0.0000573943,0.0001409801,0.0001746159,0.0002825051,0.0001946753,0.0002104068,0.001333868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005966617,"about_ca_system_score_gemma":0.00003061058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005913542,"about_ca_topic_score_gemma":0.0009819294,"domain_scores_codex":[0.9986566,0.0001441306,0.0002447591,0.0004437389,0.0001887004,0.0003220786],"domain_scores_gemma":[0.9992999,0.00006531923,0.0000608182,0.0003623997,0.00001241002,0.0001991595],"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":[0.00002622436,0.0002758004,0.1278176,0.00001054065,0.00003101265,0.00007458008,0.001914708,0.00004705568,0.8627369,0.00002217084,0.005852693,0.001190802],"study_design_scores_gemma":[0.002141018,0.00007483576,0.6712141,0.00007310425,0.0001203771,0.0001495124,0.0006149576,0.0006207786,0.2793315,0.0009798879,0.04387856,0.0008013659],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963604,0.00005071377,0.0001019731,0.001464743,0.000204031,0.00005257105,0.00005607024,0.0000497356,0.001659802],"genre_scores_gemma":[0.9947023,0.00001400158,0.0004656086,0.001871202,0.000084261,0.000005373138,0.00009539519,0.00002448569,0.002737362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5834054,"threshold_uncertainty_score":0.9994437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007039103094412927,"score_gpt":0.2275035858915931,"score_spread":0.2204644827971801,"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."}}