How did Sofia Huerta's observed-role agreement change across the 2016–2026 NWSL regular seasons?

What mattersEvidence-backed summary

1. Modeled

   Sofia Huerta's observed-role agreement increased from 30% in 2016 to 95% in 2026. The model evaluated 20 2026 starts and found 1 depth tensions. The most frequent alternative observed role was attacking wing-back in 1 starts.

   The sequence distinguishes Sofia Huerta'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°
   2016	20	6	14	inverted winger	3	30	0.59
   2017	21	9	12	false 9	2	42.9	0.62
   2018	23	9	14	attacking 8	6	39.1	0.59
   2019	23	4	19	inverted winger	4	17.4	0.48
   2021	22	17	5	inverted winger	2	77.3	0.73
   2022	18	16	2	attacking wing-back	2	88.9	0.86
   2023	16	16	0	No alternative role recorded	0	100	0.96
   2024	19	19	0	No alternative role recorded	0	100	0.9

The evidence

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