How did Nichelle Prince's observed-role agreement change across the 2017–2026 NWSL regular seasons?

What mattersEvidence-backed summary

1. Modeled

   Nichelle Prince's observed-role agreement increased from 55.6% in 2017 to 63.2% in 2026. The model evaluated 19 2026 starts and found 7 depth tensions. The most frequent alternative observed role was attacking wing-back in 6 starts.

   The sequence distinguishes Nichelle Prince'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°
   2017	18	10	8	inverted winger	5	55.6	0.67
   2018	11	11	0	No alternative role recorded	0	100	0.76
   2019	4	2	2	inverted winger	2	50	0.67
   2021	16	15	1	wide playmaker	1	93.8	0.77
   2022	18	15	3	inverted winger	2	83.3	0.76
   2023	5	3	2	inverted winger	1	60	0.79
   2024	9	8	1	No alternative role recorded	0	88.9	0.6
   2025	6	6	0	No alternative role recorded	0	100	0.84

The evidence

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