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Frozen pre-match forecast · #89194

Dumbarton VS Forfar Athletic

The original probability record, preserved separately from the final result.

Published before kickoff
01 Oct 2026 · 05:02 UTC
Match kickoff
03 Oct 2026 · 14:00 UTC
Record status
Graded

Before kickoff

Published probabilities

Home
41.05%
Draw
25.91%
Away
33.04%

These are the original displayed probabilities for this version. They are estimates, not guaranteed outcomes.

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After the final whistle

Result & grading

2 – 190-minute result
Brier score
0.5238
Log loss
0.8904

Lower scores are better. Extra time and penalties do not change the 90-minute outcome.

About this record and its grading
Model version
v5
Captured at
01 Oct 2026 · 05:02 UTC
SHA-256
af144310584dd3c80e755ac153ec0a33983df4ee1bbf48d9c88e4d9c085bbeb5

The checksum checks internal consistency; it is not independent proof against database tampering. Results use the current corrected fixture record. The archived probabilities remain unchanged.

Multiclass Brier sums squared errors across all three outcomes (0–2). Log loss uses natural logarithms and a 1e-15 floor. Rounded probabilities are normalized for grading.

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