{"id":"W3097159162","doi":"10.1021/acs.est.0c04163","title":"Chemical Composition, Spatial Homogeneity, and Growth of Indoor Surface Films","year":2020,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Alfred P. Sloan Foundation","keywords":"Homogeneity (statistics); Composition (language); Chemical composition; Plasticizer; Chemistry; Environmental chemistry; DART ion source; Mass spectrometry; Analytical Chemistry (journal); Partition coefficient; Ion; Organic chemistry; Chromatography","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":[0.0001407397,0.000262802,0.0002051913,0.0005177238,0.0002926928,0.0005766895,0.0001983613,0.000232599,0.0009662621],"category_scores_gemma":[0.0003072131,0.000176122,0.0002193234,0.0004356993,0.0001824645,0.0002801781,0.0002365879,0.0003560051,0.0002436943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002344597,"about_ca_system_score_gemma":0.0001479739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005208693,"about_ca_topic_score_gemma":0.005763489,"domain_scores_codex":[0.9997217,0.00001525207,0.000009786919,0.0001022433,0.0001046205,0.00004634152],"domain_scores_gemma":[0.999805,0.00003344267,0.00004599056,0.00001324768,0.00008586614,0.00001642639],"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":[0.00006334002,0.00001784986,0.01716365,0.00007096196,0.0000185377,0.00005929924,0.0001196345,0.0001313249,0.9775125,0.00003817137,0.00008215458,0.004722541],"study_design_scores_gemma":[0.000004115743,0.0002308639,0.4480563,0.0000223913,0.0000588128,0.000280578,0.0007839281,0.002005923,0.5452301,0.0000811811,0.003227865,0.00001796038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939454,0.0006012199,0.002137472,0.00002894077,0.00001396124,0.0000313744,0.001263698,0.00003725624,0.001940621],"genre_scores_gemma":[0.9934697,0.0005638701,0.003107804,0.00002609636,0.000008826856,0.00003876564,0.001192342,0.00003531968,0.001557295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005208693,"threshold_uncertainty_score":0.01035678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006184129432719839,"score_gpt":0.1991198437784188,"score_spread":0.1929357143456989,"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."}}