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Ava Cook › named question

DossierThrough 2026-09-01

How did Ava Cook's observed-role agreement change across the 2022–2025 NWSL regular seasons?

Ava Cook's observed-role agreement increased from 77.8% in 2022 to 90% in 2023. The model evaluated 10 2023 starts and found 1 depth tensions. No alternative observed role was recorded for Ava Cook in 2023.

1-minute read · evidence attached
Identity and trust
Document
dossier-7d0ebd92256a687f
Definition
definition-8707035288ce20f91954b927add25324c1dc4908a8697c9da0996908b22ced69
Definition hash
8707035288ce20f91954b927add25324c1dc4908a8697c9da0996908b22ced69
Analytical run
3e4366c335024a69106f709867c00ae4a6b40fc042ba60c266f01f030f30b3d5
Outcome
answer
Executed
2026-09-02T16:01:17.481Z
Source authority
deployment_release
Source identity
2026-09-02
Source policy
pinned (2026-09-02)
Source generated
2026-09-02T16:01:17.481Z
Coverage through
2026-09-01
Claim verification
located

Declared answer

Ava Cook's observed-role agreement increased from 77.8% in 2022 to 90% in 2023. The model evaluated 10 2023 starts and found 1 depth tensions. No alternative observed role was recorded for Ava Cook in 2023.

Derived from claim-semantic-contextual-player-observed-role-change · The direct answer restates the located workflow claim.

What mattersEvidence-backed summary

  1. Modeled

    Ava Cook's observed-role agreement increased from 77.8% in 2022 to 90% in 2023. The model evaluated 10 2023 starts and found 1 depth tensions. No alternative observed role was recorded for Ava Cook in 2023.

    The sequence distinguishes Ava Cook's listed position from the model's read of on-ball behavior and shows how the relation changed across seasons.

    Derived from claim-semantic-contextual-player-observed-role-change · This significance statement is derived from the located claim.

    Evidence · Workflow evidenceFull table ↓
    Selected evidence from Workflow evidence.
    SeasonStartsAs assignedRole tensions°Most frequent alternative role°Alternative-role starts°Agreement %°Confidence°
    2022972false 9177.80.68
    20231091No alternative role recorded0900.76
In this Dossier

Source authority

deployment release

2026-09-02

pinned

Through 2026-09-01

1 evidence table

Exact evidence located

Every claim points to exact returned rows and fields; semantic verification is not claimed.

The evidence

Site-owned records returned by this workflow. The Dossier renderer preserves their values and scope.

Workflow evidence

Ava Cook's observed-role model output by NWSL regular season.

Workflow evidence. Ava Cook's observed-role model output by NWSL regular season.
2022972false 9177.80.68
20231091No alternative role recorded0900.76

Ava Cook's observed-role agreement by season

Share of modeled starts where observed role matched the assigned depth.

Metric definitions

Continue exploring

Every next question keeps Ava Cook, the named 2025 NWSL regular season scope, and a validated return destination.