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R0007/2026-03-20/C004/SRC02/E01

Research R0007 — AI Cognitive Amplifier
Run 2026-03-20
Claim C004
Source SRC02
Evidence SRC02-E01
Type Statistical

Log-normal distribution with 2.44x ratio — author is Jorgensen, not Oliveira

URL: https://www.sciencedirect.com/science/article/abs/pii/S0950584923000691

Extract

The coefficient of variance of software developer productivity was 0.55 on average. The top 50% of developers had average productivity 2.44 times higher than the bottom 50%. All productivity samples were right-skewed (average skew 1.79). The distributions with best fit were log-normal and power-law-with-exponential-cutoff. About 30% of observed productivity variance was within-developer variance. The author is Magne Jorgensen — not "Oliveira" as stated in the claim.

Relevance to Hypotheses

Hypothesis Relationship Strength
H1 Contradicts Author name is wrong
H2 Supports Confirms findings but wrong attribution
H3 Contradicts The substantive findings are real

Context

The claim states "Oliveira (2023)" but no paper by Oliveira on this topic was found. The matching paper is by Jorgensen.