{"id":"W4237833179","doi":"10.32920/ryerson.14644494","title":"Assessment of of automated pressurized liquid extraction method followed by enzyme-linked immunosorbent assay for monitoring air-born dioxins","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Clean Air Regulatory Agenda","keywords":"Chromatography; Calibration; Chemistry; Extraction (chemistry); Calibration curve; Gas chromatography; Certified reference materials; Polyurethane; Analytical Chemistry (journal); Detection limit; Environmental science; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002625249,0.001122977,0.0006531734,0.0009044097,0.0003540477,0.001010581,0.001063932,0.001127215,0.0007469403],"category_scores_gemma":[0.001953849,0.0006596162,0.0005762532,0.0007149554,0.0005732876,0.0004675789,0.000660779,0.0006158544,0.0009399304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006251098,"about_ca_system_score_gemma":0.0009274583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00310603,"about_ca_topic_score_gemma":0.008053969,"domain_scores_codex":[0.993755,0.0009215884,0.0002826617,0.001011951,0.003830813,0.0001980089],"domain_scores_gemma":[0.9982898,0.0003707658,0.0003411281,0.0001270461,0.0008145786,0.00005681197],"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":[0.0002090062,0.0002128052,0.00900725,0.0002905979,0.00007278845,0.00009185261,0.0001059277,0.0003158908,0.9748639,0.00006561155,0.0001964325,0.01456804],"study_design_scores_gemma":[0.00005055936,0.002636114,0.04935799,0.00006060508,0.0001993361,0.001086382,0.000177937,0.01022657,0.9304348,0.00007695997,0.005619301,0.00007344315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8378214,0.008265397,0.1451417,0.000448234,0.0003105089,0.001295258,0.001449437,0.001054356,0.00421366],"genre_scores_gemma":[0.7930717,0.00608141,0.1873741,0.0006538394,0.0001386681,0.001242305,0.002800813,0.0001068378,0.008530224],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00310603,"threshold_uncertainty_score":0.01388377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04797951157823555,"score_gpt":0.4081354420205623,"score_spread":0.3601559304423267,"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."}}