{"id":"W7100731217","doi":"","title":"from &amp;quot;Determination of Organic Contaminants in Residential Indoor Air Using an Adsorption-Thermal","year":2015,"lang":"en","type":"article","venue":"","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sorbent; Contamination; Indoor air; Desorption; Volatile organic compound; Cartridge","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002409873,0.0003334676,0.000150406,0.0003617081,0.0006401388,0.0003299347,0.0002371453,0.0001802515,0.002105802],"category_scores_gemma":[0.0001862753,0.0001062373,0.0001396406,0.0002745947,0.0002427093,0.0001246483,0.0001331428,0.0001922561,0.0005450989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007663227,"about_ca_system_score_gemma":0.0008830405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1086609,"about_ca_topic_score_gemma":0.2642233,"domain_scores_codex":[0.9997141,0.00002533648,0.000005933542,0.00005844257,0.0001639807,0.00003218705],"domain_scores_gemma":[0.9999084,0.0000143421,0.000009451835,0.000005542052,0.00005345818,0.000008839045],"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":[0.000402436,0.0003379813,0.07415307,0.0002491187,0.0000485394,0.0001541206,0.0004706102,0.0003209647,0.8616951,0.0000997481,0.0005736145,0.06149459],"study_design_scores_gemma":[0.00003813056,0.001734529,0.3940191,0.00003770916,0.00008163103,0.0004619806,0.0005711242,0.00330688,0.5918402,0.00009535918,0.007775268,0.00003813762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942822,0.0002777799,0.003012854,0.00003861467,0.000006095236,0.00003690493,0.0004027954,0.00004450976,0.001898291],"genre_scores_gemma":[0.9839814,0.0004919939,0.008101052,0.0001269118,0.000009959936,0.00004164115,0.0006255138,0.00001637715,0.006605149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1086609,"threshold_uncertainty_score":0.2160568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03669664470741042,"score_gpt":0.2785881095815283,"score_spread":0.2418914648741179,"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."}}