Full-text audit of metrological reporting in 200 Microchemical Journal food-sensor papers (2020-2026): scripts, outputs and sample list
Year: 2026
Type: dataset
Abstract: Scripts, script outputs and the sample list for a full-text audit of metrological reporting in food-sensor research published in Microchemical Journal (2020-2026). A random sample of 200 papers, stratified proportionally by publication year and transducer class (seed 20260915), was drawn from 1434 Scopus records; 142 papers met the eligibility criteria frozen before the main analysis. The deterministic Python script mj_audit.py (v1.1) searches the main text of each paper for statements on measurement uncertainty, decision rules, metrological traceability, certified reference materials, regulatory limits, method-comparison statistics, validation guidelines and interlaboratory comparison; mj_lod_sentences.py (v1.0) extracts the sentences that state how the limit of detection was obtained. The deposit contains both scripts, the sample list with DOIs and eligibility decisions, every matched sentence, the paper-by-indicator matrices for the audited corpus and for 15 known-positive papers, and a README with the codebook. Article PDFs and Scopus abstracts are not included for copyright reasons. Data for: A. Rakhimov, G. Boboyev, M. Ismoilov, A. Qalandarov, Detection is not decision: a critical review of metrological readiness in food-safety sensor research, with a full-text audit of 200 Microchemical Journal papers (submitted to Microchemical Journal).
Language: English
Subfield: Instrumentation
Field: Physics and Astronomy
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7225622101