How did Merritt Mathias's observed-role agreement change across the 2016–2024 NWSL regular seasons?

What mattersEvidence-backed summary

1. Modeled

   Merritt Mathias's observed-role agreement increased from 64.7% in 2016 to 100% in 2024. The model evaluated 3 2024 starts and found 0 depth tensions. No alternative observed role was recorded for Merritt Mathias in 2024.

   The sequence distinguishes Merritt Mathias'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	17	11	6	inverted winger	4	64.7	0.71
   2017	18	14	4	No alternative role recorded	0	77.8	0.87
   2018	22	22	0	No alternative role recorded	0	100	0.92
   2019	20	15	5	attacking wing-back	2	75	0.89
   2021	22	22	0	No alternative role recorded	0	100	0.97
   2022	12	12	0	No alternative role recorded	0	100	0.92
   2024	3	3	0	No alternative role recorded	0	100	0.97

The evidence

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