{"id":"W2093111467","doi":"10.1021/ac301861z","title":"Sorbent Coated Glass Wool Fabric as a Thin Film Microextraction Device","year":2012,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Canadian Water Network","keywords":"Solid-phase microextraction; Polydimethylsiloxane; Thermal desorption; Chemistry; Extraction (chemistry); Chromatography; Desorption; Coating; Sorbent; Thin film; Analytical Chemistry (journal); Adsorption; Materials science; Nanotechnology; Gas chromatography–mass spectrometry; Mass spectrometry; 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":[0.0005682404,0.0006107715,0.0006192808,0.00003852057,0.0001875987,0.0001056826,0.0005654042,0.0006827284,0.01910728],"category_scores_gemma":[0.001109986,0.0006058593,0.0003618276,0.0004825176,0.0002340783,0.0002655921,0.0002665558,0.001105556,0.001202104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007774347,"about_ca_system_score_gemma":0.0002251579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004943863,"about_ca_topic_score_gemma":9.173692e-7,"domain_scores_codex":[0.9961787,0.00003982815,0.000861851,0.0007834337,0.0008385532,0.001297581],"domain_scores_gemma":[0.997179,0.0004395323,0.0002553575,0.000829061,0.0002106688,0.001086386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001811527,0.001032957,0.01257746,0.001014938,0.0005914156,0.00009909645,0.000169414,0.00003451508,0.9756638,0.0002566482,0.006419064,0.001959589],"study_design_scores_gemma":[0.0006230416,0.000007218754,0.0004339206,0.0001040645,0.0003349687,0.000225998,0.000343676,0.01005322,0.9459597,0.0001658143,0.0409064,0.0008419384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.629384,0.0005966238,0.006880911,0.0009585287,0.000151677,0.000126352,0.00004423182,0.0005792792,0.3612784],"genre_scores_gemma":[0.9581958,0.00004232489,0.00294183,0.0004357077,0.0007606868,0.00003999841,0.0002095096,0.00008519575,0.03728894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3288118,"threshold_uncertainty_score":0.9996393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991341302325144,"score_gpt":0.3100641994769096,"score_spread":0.2801507864536582,"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."}}