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Mônica › named question

DossierThrough 2026-09-01

How did Mônica's observed-role agreement change across the 2016–2018 NWSL regular seasons?

Mônica's observed-role agreement was unchanged from 93.3% in 2016 to 93.3% in 2018. The model evaluated 15 2018 starts and found 1 depth tensions. The most frequent alternative observed role was half-back in 1 starts.

1-minute read · evidence attached
Identity and trust
Document
dossier-fc242594e159bf44
Definition
definition-a9993b1cd7dd1f42247e4a917d23f25e530b10905700c12826e064b9f40e7e2b
Definition hash
a9993b1cd7dd1f42247e4a917d23f25e530b10905700c12826e064b9f40e7e2b
Analytical run
64b147b76c5b57ce1887b568ceb050ff7031ad50f90302ee9011dc2060681ef6
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

Mônica's observed-role agreement was unchanged from 93.3% in 2016 to 93.3% in 2018. The model evaluated 15 2018 starts and found 1 depth tensions. The most frequent alternative observed role was half-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

    Mônica's observed-role agreement was unchanged from 93.3% in 2016 to 93.3% in 2018. The model evaluated 15 2018 starts and found 1 depth tensions. The most frequent alternative observed role was half-back in 1 starts.

    The sequence distinguishes Mônica'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°
    201615141No alternative role recorded093.30.95
    201716106deep-lying midfielder462.50.91
    201815141half-back193.30.96
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

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

Workflow evidence. Mônica's observed-role model output by NWSL regular season.
201615141No alternative role recorded093.30.95
201716106deep-lying midfielder462.50.91
201815141half-back193.30.96

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