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Madlyn Evans › named question

DossierThrough 2026-09-01

How did Madlyn Evans's observed-role agreement change across the 2016–2017 NWSL regular seasons?

Madlyn Evans's observed-role agreement decreased from 41.7% in 2016 to 0% in 2017. The model evaluated 4 2017 starts and found 4 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 3 starts.

1-minute read · evidence attached
Identity and trust
Document
dossier-9001142e0a9c493a
Definition
definition-7ae2433720da08125e577ee7be7c2137020c4e35e7c5a738b54da495a49f2cfd
Definition hash
7ae2433720da08125e577ee7be7c2137020c4e35e7c5a738b54da495a49f2cfd
Analytical run
dcd33c94ba04f0651f9abb916c819a384fa64a4e9738b46a925f1d4d3e9815da
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

Madlyn Evans's observed-role agreement decreased from 41.7% in 2016 to 0% in 2017. The model evaluated 4 2017 starts and found 4 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 3 starts.

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

What mattersEvidence-backed summary

  1. Modeled

    Madlyn Evans's observed-role agreement decreased from 41.7% in 2016 to 0% in 2017. The model evaluated 4 2017 starts and found 4 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 3 starts.

    The sequence distinguishes Madlyn Evans'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°
    20161257deep-lying midfielder541.70.65
    2017404deep-lying midfielder300.76
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

Madlyn Evans's observed-role model output by NWSL regular season.

Workflow evidence. Madlyn Evans's observed-role model output by NWSL regular season.
20161257deep-lying midfielder541.70.65
2017404deep-lying midfielder300.76

Madlyn Evans'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 Madlyn Evans, the named 2017 NWSL regular season scope, and a validated return destination.