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🎲SimulationsπŸ§ͺLab≣Catalog?How this works

system doctor

← lab Β· at 2026-11-10T19:15:25.368914+00:00 Β· failed 4 Β· ran 11/10/2026

What this is: A one-off study β€” its numbers below are exactly what the run reported.
at2026-11-10T19:15:25.368914+00:00
failed4
healthyno

checks

checkdetailstatus
feed:api-footballlast fetch 14.6h ago (max 8h)FAIL
feed:kalshioff-season (no MLB/WC games in season); last fetch 3.0h agook
feed:the-odds-apilast fetch 14.5h ago (max 26h)ok
feed:espnlast fetch 3.0h ago (max 30h)ok
feed:api-football/af_fixtureslast fetch 2366.6h ago (max 30h)FAIL
calendar:espn-seasonsevery ESPN league has a current/next season windowok
results:overdueno bet-carrying contest unscored >6h after kickoffok
odds:upcoming-24h0/0 priced contests fresh (<14h); stale: noneok
derived:metricslast metric computed 13.6h ago (max 30h)ok
derived:simslast sim finished 61.2h ago (max 30h)FAIL
results:finished-unscored0 finished contests missing scores: noneok
odds:multi-bookall upcoming competitions have >=3 fresh sportsbooksok
quota:api-football1 raw rows todayok
plan:api-footballplan=Free active=True ends=2026-12-06T15:45:03+00:00 used 63/100 today (need >= 7500/day)FAIL
bets:stale-pending0 pending >24h after all legs finished: noneok

Reading the columnswhat each number actually means

AUCpredictability: 0.50 = coin flip, ~0.70 = ceiling for sports
Importancehow much the model leans on this factor (permutation importance)
Directionsign of the raw correlation with the outcome
Survives all eraseffect points the same way in every historical era
Spec Β· the reproducible recipe
{
  "kind": "doctor"
}