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Christina Gibbons › named question

DossierThrough 2026-09-01

How did Christina Gibbons's observed-role agreement change across the 2017–2018 NWSL regular seasons?

Christina Gibbons's observed-role agreement decreased from 91.3% in 2017 to 81.3% in 2018. The model evaluated 16 2018 starts and found 3 depth tensions. The most frequent alternative observed role was attacking wing-back in 1 starts.

1-minute read · evidence attached
Identity and trust
Document
dossier-7a71d7a97b64dd73
Definition
definition-1104f124355569c8022e5f2a1bdd3bd180c7907b8e0bfa0309de6100c6163e56
Definition hash
1104f124355569c8022e5f2a1bdd3bd180c7907b8e0bfa0309de6100c6163e56
Analytical run
db51cb7b42c8e876bbd7bd1d5777a12219d86438e454e5818485f1ad6fc6c187
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

Christina Gibbons's observed-role agreement decreased from 91.3% in 2017 to 81.3% in 2018. The model evaluated 16 2018 starts and found 3 depth tensions. The most frequent alternative observed role was attacking wing-back in 1 starts.

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

What mattersEvidence-backed summary

  1. Modeled

    Christina Gibbons's observed-role agreement decreased from 91.3% in 2017 to 81.3% in 2018. The model evaluated 16 2018 starts and found 3 depth tensions. The most frequent alternative observed role was attacking wing-back in 1 starts.

    The sequence distinguishes Christina Gibbons'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°
    201723212deep-lying midfielder291.30.88
    201816133attacking wing-back181.30.9
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

Christina Gibbons's observed-role model output by NWSL regular season.

Workflow evidence. Christina Gibbons's observed-role model output by NWSL regular season.
201723212deep-lying midfielder291.30.88
201816133attacking wing-back181.30.9

Christina Gibbons'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 Christina Gibbons, the named 2018 NWSL regular season scope, and a validated return destination.