{"id":"W2022764132","doi":"10.1016/j.aca.2006.08.022","title":"Solid-phase microextraction–gas chromatography–time-of-flight mass spectrometry utilized for the evaluation of the new-generation super elastic fiber assemblies","year":2006,"lang":"en","type":"article","venue":"Analytica Chimica Acta","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Solid-phase microextraction; Mass spectrometry; Chromatography; Fiber; Gas chromatography; Gas chromatography–mass spectrometry; Analytical Chemistry (journal); 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009239306,0.0003221493,0.0004753229,0.000121487,0.0002079718,0.00006291849,0.0005411121,0.0002103156,0.003837149],"category_scores_gemma":[0.0009078856,0.0002141243,0.00051332,0.0006586236,0.0002347255,0.0001241335,0.00007417075,0.0002496178,0.00001357842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789798,"about_ca_system_score_gemma":0.0003981201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002865184,"about_ca_topic_score_gemma":0.00001613098,"domain_scores_codex":[0.9972599,0.0001023653,0.0008846847,0.0004531778,0.0009206962,0.0003791999],"domain_scores_gemma":[0.9972336,0.0009529084,0.0004284532,0.0008257153,0.0004703789,0.00008889359],"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":[0.00007671654,0.0002370503,0.0001100501,0.00007279737,0.0004220362,1.786681e-7,0.00003884096,0.00004979488,0.993021,0.0001246086,0.00552606,0.0003209035],"study_design_scores_gemma":[0.001466216,0.00002212712,0.0005478075,0.00004711923,0.001535004,0.000008018781,0.00005652367,0.07234957,0.9199626,0.001399877,0.002377796,0.0002273561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611177,0.0002113317,0.01582372,0.00424538,0.0002126868,0.0009523226,0.0001537184,0.00009625358,0.01718681],"genre_scores_gemma":[0.9829116,0.00002398533,0.01230191,0.00003586679,0.0003988026,0.00004428639,0.0001273556,0.00004277484,0.004113389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07305837,"threshold_uncertainty_score":0.9970735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828935818339099,"score_gpt":0.3522906000328306,"score_spread":0.3140012418494397,"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."}}