Does the ranking work?

Forward returns by score and sizing lens. 0 outcomes measured across 8236 scores.

What this can and cannot tell you. The answerable question is whether higher-scoring names do better on average than lower-scoring ones — a check on the ranking, not a forecast of any individual stock. Treat a result from a single market regime as one observation. Scores from overlapping weeks are not independent, so the row counts overstate how much evidence is here. Nothing on this page is investment advice.
Choose one horizon to inspect.

21-day horizon

forward return from the score date

The Gated column is independent of the bucket. A high conviction or technical score does not override a hard gate.

Conviction score — nothing measurable yet.
Technical structure — nothing measurable yet.
Sizing and gates — nothing measurable yet.

63-day horizon

forward return from the score date

The Gated column is independent of the bucket. A high conviction or technical score does not override a hard gate.

Conviction score — nothing measurable yet.
Technical structure — nothing measurable yet.
Sizing and gates — nothing measurable yet.

126-day horizon

forward return from the score date

The Gated column is independent of the bucket. A high conviction or technical score does not override a hard gate.

Conviction score — nothing measurable yet.
Technical structure — nothing measurable yet.
Sizing and gates — nothing measurable yet.