How did Paige Nielsen's observed-role agreement change across the 2019–2026 NWSL regular seasons?

What mattersEvidence-backed summary

1. Modeled

   Paige Nielsen's observed-role agreement was unchanged from 100% in 2019 to 100% in 2026. The model evaluated 18 2026 starts and found 0 depth tensions. No alternative observed role was recorded for Paige Nielsen in 2026.

   The sequence distinguishes Paige Nielsen'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.

   Selected evidence from Workflow evidence.

   Season	Starts	As assigned	Role tensions°	Most frequent alternative role°	Alternative-role starts°	Agreement %°	Confidence°
   2019	22	22	0	No alternative role recorded	0	100	0.98
   2021	13	13	0	No alternative role recorded	0	100	0.99
   2022	14	14	0	No alternative role recorded	0	100	0.99
   2023	20	19	1	No alternative role recorded	0	95	0.94
   2024	24	18	6	half-back	2	75	0.87
   2025	24	22	2	half-back	1	91.7	0.96
   2026	18	18	0	No alternative role recorded	0	100	0.98

The evidence

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