{"id":"W2888164163","doi":"10.4224/crm.2018.bots-1","title":"BOTS-1: Bovine Muscle Certified Reference Material for Veterinary Drug Residues","year":2018,"lang":"en","type":"article","venue":"","topic":"Pesticide Residue Analysis and Safety","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; National Research Council Canada","funders":"","keywords":"Veterinary drug; Certification; Veterinary medicine; Business; Food science; Chemistry; Medicine; Chromatography; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002329547,0.0001154948,0.0001720507,0.000008245321,0.0002562365,0.00007237778,0.0002281762,0.00005939783,0.003556328],"category_scores_gemma":[0.00005000467,0.00003880218,0.00007935508,0.0001302818,0.00007169063,0.00009614471,0.00007972954,0.00003471905,0.00008819743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001153122,"about_ca_system_score_gemma":0.000005940525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009756605,"about_ca_topic_score_gemma":0.002352958,"domain_scores_codex":[0.9990537,0.00005153491,0.000214147,0.0002864569,0.0001249092,0.0002692189],"domain_scores_gemma":[0.9995425,0.0001339735,0.00005730677,0.00007636743,0.0001092157,0.00008064852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003071685,0.00005648838,0.0005147185,0.000006983707,0.00001646472,0.000003156872,0.00002891062,3.247713e-7,0.936381,0.000731792,0.01634123,0.04561181],"study_design_scores_gemma":[0.0002691545,0.002080666,0.5029718,0.00002747953,0.00005292776,0.00000673945,0.0002167635,0.0002846664,0.07393047,0.003480888,0.4161865,0.0004919437],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918041,0.00002595912,0.00002200205,0.001569437,0.0001035368,0.0001235418,0.00008055519,0.00007936537,0.00619152],"genre_scores_gemma":[0.9954323,0.00002360372,0.0003892627,0.0003139112,0.0007317874,0.00001893853,0.000128791,8.894177e-7,0.002960537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8624505,"threshold_uncertainty_score":0.9973546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05778782664905101,"score_gpt":0.2732262636821953,"score_spread":0.2154384370331443,"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."}}