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MI Bivariate Poisson + Dixon-Coles + Elo

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|Signal Test|REJECTED

Signal contextXg: Rejected

Context-adjusted xG (venue, GK, squad, regime corrections) improves lambda estimation, producing more accurate edges and better bet selection. Did not pass approval gates.

Marginal ROI
+0.5%
entry-adjusted
N
230,558
CLV
+6.2%
Gates
8/10

Hypothesis

Context-adjusted xG (venue, GK, squad, regime corrections) improves lambda estimation, producing more accurate edges and better bet selection

Gate Results

GateNameResult
1Pre-registeredPASS
2True standalonePASS
3Minimum NPASS
4Marginal ROIPASS
5Bootstrap marginal significanceFAIL
6Matchday interleave OOSPASS
7Regime stratificationPASS
8Suspicious NPASS
9Practical significanceFAIL
10Walk-forwardPASS

Failed gates: Bootstrap marginal significance, Practical significance

REJECTEDSignal: contextXg|2026-04-11