GOVERNMENT SCIENTIFIC SOURCE INC

Three detectors fired for Government Scientific Source Inc. Benford's Law analysis of 1,797 award amounts shows a statistically significant deviation from expected leading-digit frequencies, with digit 2 appearing far more often than natural (27.4% vs. 17.6% expected) and digit 1 appearing less often (22.1% vs. 30.1% expected), yielding a p-value near zero. Modification growth on contract SPE2DE24D0014 expanded at a rate 1,491 times the initial value, vastly exceeding the NAICS peer average of 58-fold growth. Isolation Forest flagged the entity as a multivariate outlier based on its combination of high total dollars, large award count, narrow agency concentration, and frequent modifications.

The Benford test produced a Kolmogorov-Smirnov statistic of 0.080 across 1,797 transactions. The modification growth z-score reached 9.36 sigmas, indicating extreme deviation from peers in NAICS 423450. The entity's feature profile shows $3.2 billion in lifetime obligations across 1,797 awards from only 2 agencies, with a 90.3% competition ratio and 9.3% modification frequency.

These statistical anomalies warrant scrutiny but do not confirm fraud. Benford deviations can arise from legitimate business practices, contract structures, or rounding conventions in a mature vendor's portfolio. The extreme modification growth on a single contract may reflect scope changes or performance adjustments rather than impropriety. The isolation score reflects the entity's unusual profile as a high-volume, long-standing supplier concentrated in two agencies—a pattern consistent with a specialized government contractor rather than necessarily fraudulent behavior.