{"id":"W1972984222","doi":"10.1016/j.aca.2009.05.026","title":"Study of desorption kinetics of polycyclic aromatic hydrocarbons (PAHs) from solid matrices using internally cooled coated fiber","year":2009,"lang":"en","type":"article","venue":"Analytica Chimica Acta","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Chemistry; Kinetics; Desorption; Polycyclic aromatic hydrocarbon; Fiber; Environmental chemistry; Organic chemistry; Adsorption","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":[0.0002378137,0.0003761826,0.0002589567,0.0001709264,0.0003438765,0.0002494341,0.0003480399,0.0003535259,0.0009596838],"category_scores_gemma":[0.0003747492,0.0001885035,0.0003154086,0.0001700743,0.0002496406,0.0003672617,0.0001266017,0.0004860334,0.0003954116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004035544,"about_ca_system_score_gemma":0.0002757669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003056475,"about_ca_topic_score_gemma":0.003088137,"domain_scores_codex":[0.9998571,0.00001220525,0.000005627964,0.00004282348,0.00005200236,0.00003032166],"domain_scores_gemma":[0.9997659,0.0001081041,0.00002280677,0.00001615201,0.0000710734,0.00001601748],"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":[0.0001669909,0.0000126674,0.0002922406,0.00003788594,0.000007268927,0.00002217977,0.00003356006,0.0002255731,0.9980391,0.00004279709,0.00002067074,0.001099065],"study_design_scores_gemma":[0.000004099245,0.0001122752,0.001483657,0.000002068106,0.00000702198,0.00003487922,0.00001574879,0.001703243,0.9962432,0.00001041033,0.0003790251,0.000004244052],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943678,0.0005479829,0.00412209,0.00002777986,0.00001924829,0.00001568654,0.0001127357,0.00003726422,0.0007494697],"genre_scores_gemma":[0.9937169,0.0005351888,0.003286651,0.00002309472,0.000009741261,0.00001423636,0.0001931674,0.00002692554,0.002194285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003056475,"threshold_uncertainty_score":0.006077349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691339146383361,"score_gpt":0.2677539560374002,"score_spread":0.2508405645735666,"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."}}