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Addie McCain › named question

DossierThrough 2026-09-01

How did Addie McCain's observed-role agreement change across the 2021–2023 NWSL regular seasons?

Addie McCain's observed-role agreement decreased from 11.1% in 2021 to 0% in 2022. The model evaluated 3 2022 starts and found 3 depth tensions. The most frequent alternative observed role was inverted winger in 2 starts.

1-minute read · evidence attached
Identity and trust
Document
dossier-faaf65c670beebd9
Definition
definition-9627d3689abfe868539d6da365b091961b99610b71172bde8c8183c42c17af8d
Definition hash
9627d3689abfe868539d6da365b091961b99610b71172bde8c8183c42c17af8d
Analytical run
bb5f01134d3fef6a2c5c239b75d9060f558d1d6668b8c9370871b5a0b5c1ddd7
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

Addie McCain's observed-role agreement decreased from 11.1% in 2021 to 0% in 2022. The model evaluated 3 2022 starts and found 3 depth tensions. The most frequent alternative observed role was inverted winger in 2 starts.

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

What mattersEvidence-backed summary

  1. Modeled

    Addie McCain's observed-role agreement decreased from 11.1% in 2021 to 0% in 2022. The model evaluated 3 2022 starts and found 3 depth tensions. The most frequent alternative observed role was inverted winger in 2 starts.

    The sequence distinguishes Addie McCain'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°
    2021918attacking 8211.10.45
    2022303inverted winger200.4
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

Addie McCain's observed-role model output by NWSL regular season.

Workflow evidence. Addie McCain's observed-role model output by NWSL regular season.
2021918attacking 8211.10.45
2022303inverted winger200.4

Addie McCain'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 Addie McCain, the named 2023 NWSL regular season scope, and a validated return destination.