Gambling Addicts Club

Methodology

What the model does, what it refuses to do, and how to read it.

Price-blind football graph

  • No odds, line, price or market signal ever enters the feature, script or simulation graph. The football model never sees what a sportsbook thinks.
  • Market data is only introduced at the final value layer, after the football probability already exists.

Point-in-time evidence

  • Every descriptive statistic on a matchup page comes from games completed strictly before that game's decision cutoff.
  • When only prior-season evidence exists, the page labels it as such instead of implying current-season form.

Append-only receipts

  • Every authority writes an immutable receipt. Pages read those receipts and never recompute a probability, edge or decision in the browser.
  • Failed certifications are recorded permanently and never retuned to force a pass.

Four distinct claims

  • Model forecast: the price-blind projected score and win probability.
  • Best market prediction: the strongest currently priced expression from the current run. This is not a bet.
  • Best value: the same expression ranked by persisted edge against the devigged fair price.
  • Official bet: released only when the decision authority clears every gate. Everything else is a withhold.

Number formatting policy

  • Model numbers are rounded to whole numbers for display, because implied precision that the model does not have would be misleading.
  • Sportsbook lines and prices are shown exactly as priced, because changing them changes the wager.
  • Missing evidence is displayed as unavailable. A missing number is never rendered as zero.