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Paired rapid-test-versus-reference-lab mycotoxin measurement corpus for grain, plus the far larger latent asset behind it: every field-deployed rapid test run at customer elevators, processors and feed mills, each a geolocated, dated mycotoxin reading on a specific grain lot. The published page demonstrates the calibration layer — confusion matrices for Aflatoxin (10 ppb threshold), Vomitoxin/DON (1 ppm), Zearalenone (100 ppb) and Fumonisin (0.5 ppm) on ground corn, each with true-positive, false-negative, false-positive and true-negative rates against HPLC. That means the company holds paired (device reading, HPLC truth) records for four analytes across one or more commodity matrices — a labeled ground-truth dataset that is the scarcest input in agricultural computer vision and chemometrics.