{"id":"W1999391754","doi":"10.1080/00085030.2000.10757508","title":"Quality Assurance and Proficiency Testing in the Canadian Equine Drug Control Program","year":2000,"lang":"en","type":"article","venue":"Canadian Society of Forensic Science Journal","topic":"Pesticide Residue Analysis and Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"Canadian Food Inspection Agency","keywords":"Quality assurance; Medicine; Accreditation; Economic shortage; Medical education; External quality assessment; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003924737,0.0001096004,0.0002034656,0.00003583503,0.001329393,0.0002552422,0.0005552624,0.00005276814,0.0001230836],"category_scores_gemma":[0.0002241249,0.00004209569,0.0001105281,0.001568001,0.0009210508,0.0002417396,0.000008204315,0.0002776246,0.00000190121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002164602,"about_ca_system_score_gemma":0.0009384311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7150756,"about_ca_topic_score_gemma":0.9768487,"domain_scores_codex":[0.9981246,0.00008810589,0.0003474902,0.0002310396,0.0005106678,0.0006981044],"domain_scores_gemma":[0.99878,0.0002155862,0.0001228489,0.00007162472,0.0002206462,0.0005892937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000002784623,0.00002172214,0.2479837,0.000004593425,0.000007159537,0.00001138484,0.0007772098,0.00006730382,0.002145804,0.000152801,0.001022616,0.7478029],"study_design_scores_gemma":[0.0001330278,0.00009797599,0.9934071,0.00003271086,0.000008267771,0.00007281537,0.001378096,0.001438301,0.000045449,0.0005651751,0.002703396,0.0001176785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860266,0.0002883129,5.946291e-7,0.00973032,0.00002916996,0.0001927795,0.00002241668,0.00000531584,0.003704436],"genre_scores_gemma":[0.9973131,0.00005661515,0.001078086,0.001409645,0.00009722049,0.000004781116,0.000001858174,5.657069e-7,0.00003811517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7476853,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711026917868713,"score_gpt":0.2679642366590374,"score_spread":0.2408539674803503,"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."}}