{"id":"W4255116858","doi":"10.1515/iupac.53.0026","title":"Development and Evaluation of Simplified Approaches to Residue AnalysisAll correspondance should be addressed to the Secretary, R. Greenhalgh, CBRI, Agriculture Canada, Ottawa, K1A OC6, Canada.","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Pesticide Residue Analysis and Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chromatography; Residue (chemistry); Chemistry; Pesticide; Triazine; Carbamate; Environmental chemistry; Environmental science; Biology; Organic chemistry; Agronomy","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":[0.007653917,0.001898541,0.001422426,0.007383788,0.0006924499,0.002767381,0.002980171,0.001087428,0.02202106],"category_scores_gemma":[0.02512879,0.000447575,0.002610652,0.007282424,0.0003198253,0.001621921,0.002082869,0.001472382,0.01963188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00217949,"about_ca_system_score_gemma":0.00500009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03528628,"about_ca_topic_score_gemma":0.06700009,"domain_scores_codex":[0.9951856,0.001588025,0.0008140713,0.00112058,0.001072456,0.0002192834],"domain_scores_gemma":[0.9886002,0.004791219,0.0009701775,0.002026785,0.003172616,0.0004389476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007869001,0.0001931679,0.02028324,0.01244181,0.0009613981,0.00009210469,0.0001161491,0.005473866,0.000819511,0.003220812,0.8530682,0.1025429],"study_design_scores_gemma":[0.0005039225,0.0001515532,0.02364882,0.001808277,0.000388251,0.0001183369,0.0001480964,0.005288517,0.000884323,0.002355699,0.9646476,0.00005663887],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001693699,0.001381879,0.001630266,0.0003361818,0.00006984445,0.000203297,0.9915915,0.001120664,0.00197261],"genre_scores_gemma":[0.001521591,0.0005019417,0.003888946,0.0000698293,0.000009610841,0.0003195807,0.9930162,0.00008046084,0.0005918911],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03528628,"threshold_uncertainty_score":0.07366776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08972657704825533,"score_gpt":0.3338904697045773,"score_spread":0.2441638926563219,"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."}}