{"id":"W4380869508","doi":"10.1007/s00216-023-04794-5","title":"Production and certification of BOTS-1: bovine muscle–certified reference material for incurred veterinary drug residues","year":2023,"lang":"en","type":"article","venue":"Analytical and Bioanalytical Chemistry","topic":"Pharmacological Effects and Assays","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; National Research Council Canada","funders":"National Research Council Canada; Canadian Food Inspection Agency","keywords":"Veterinary drug; Veterinary Drugs; Chemistry; Enrofloxacin; Clenbuterol; Certification; Chromatography; Food science; Veterinary medicine; Ciprofloxacin; Medicine; Antibiotics; Management; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003760587,0.0001570486,0.0002767758,0.00001286721,0.0001286655,0.00004905094,0.000118902,0.0001234909,0.0001832402],"category_scores_gemma":[0.0003926601,0.00006714683,0.00006763906,0.0003126727,0.0002857627,0.00007349632,0.0001233976,0.0001049767,0.000004164587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001146755,"about_ca_system_score_gemma":0.0000069825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003547638,"about_ca_topic_score_gemma":0.00000687952,"domain_scores_codex":[0.9987604,0.00003999074,0.0003105734,0.0004503793,0.0001674286,0.0002712261],"domain_scores_gemma":[0.9992596,0.0003407345,0.00007577239,0.00006495843,0.00008685332,0.0001720845],"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":[0.0002724058,0.00008967367,0.0005001948,0.0001561862,0.00002485315,0.000003299969,0.000007890676,7.485623e-7,0.9810125,0.0001672249,0.001426656,0.01633831],"study_design_scores_gemma":[0.0009375223,0.001570153,0.2618195,0.0002512464,0.0005682019,0.00003236371,0.0004510238,0.02842938,0.6701841,0.008286604,0.02621887,0.001251063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944717,0.0000477777,0.000002554724,0.004762954,0.00004077713,0.0001723294,0.0001326907,0.00007240351,0.0002968359],"genre_scores_gemma":[0.9987289,0.0001403677,0.00002630968,0.00005473727,0.0002491242,0.00002294813,0.0001866915,0.000001559824,0.0005893825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3108285,"threshold_uncertainty_score":0.2738168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06377777824843002,"score_gpt":0.2926746512655447,"score_spread":0.2288968730171147,"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."}}