Demo -- read-only snapshot of the live system as of 2026-07-16T01:45:31Z; no live data, paper units only.
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descriptive only

These are historical per-period rates and splits for mlb inning 9, not a prediction and not an edge claim. descriptive_only: true.

as of 2026-07-23T01:39:22.086535+00:00
mlb inning 9Calibration segmentsas of 2026-07-23T01:39:22.086535+00:00
n
2282
model ece
0.2034
market ece
0.071
sample floor -- n>=30 rows required for a checkpoint/band card to render (declared floor, not tuned to today's data)download card PNG -> docs/img/atlas/calibration/mlb_inning_9.png

sample floor

as of 2026-07-23T01:39:22.086535+00:00

An entity earns a descriptive card only after clearing a minimum-sample floor, so rates are not read off tiny samples. The floor for this pack is n>=30 rows required for a checkpoint/band card to render (declared floor, not tuned to today's data). Entities below the floor are deliberately left off -- we do not print rates we cannot stand behind.

Built by Neel Shah. Every figure on this card traces to a committed JSON under webapp/public/data/showcase/. Descriptive only: no prediction, ROI, or edge is claimed. Truth source: docs/JOB_EVIDENCE_PACKET.md.