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Meleana Shim › named question

DossierThrough 2026-09-01

How did Meleana Shim's observed-role agreement change across the 2016–2023 NWSL regular seasons?

Meleana Shim's observed-role agreement increased from 11.1% in 2016 to 57.1% in 2018. The model evaluated 7 2018 starts and found 3 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-73a4da1f5a114bcf
Definition
definition-95505a8fe5b19e1f528e8cf28e6b05ff204582b813c08863d6fb9086a52d4135
Definition hash
95505a8fe5b19e1f528e8cf28e6b05ff204582b813c08863d6fb9086a52d4135
Analytical run
a1cbebcb8b5ced0f5c4db7077f27add5da6c000084d1f1d1e0b707a73ebcefba
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

Meleana Shim's observed-role agreement increased from 11.1% in 2016 to 57.1% in 2018. The model evaluated 7 2018 starts and found 3 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

    Meleana Shim's observed-role agreement increased from 11.1% in 2016 to 57.1% in 2018. The model evaluated 7 2018 starts and found 3 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 3 starts.

    The sequence distinguishes Meleana Shim'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°
    2016918deep-lying midfielder411.10.54
    2017312No alternative role recorded033.30.62
    2018743deep-lying midfielder357.10.74
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

Meleana Shim's observed-role model output by NWSL regular season.

Workflow evidence. Meleana Shim's observed-role model output by NWSL regular season.
2016918deep-lying midfielder411.10.54
2017312No alternative role recorded033.30.62
2018743deep-lying midfielder357.10.74

Meleana Shim'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 Meleana Shim, the named 2023 NWSL regular season scope, and a validated return destination.