How did Meredith Speck's observed-role agreement change across the 2016–2025 NWSL regular seasons?

What mattersEvidence-backed summary

1. Modeled

   Meredith Speck's observed-role agreement increased from 60% in 2016 to 100% in 2025. The model evaluated 5 2025 starts and found 0 depth tensions. No alternative observed role was recorded for Meredith Speck in 2025.

   The sequence distinguishes Meredith Speck'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	5	3	2	No alternative role recorded	0	60	0.79
   2017	2	2	0	No alternative role recorded	0	100	0.96
   2018	2	1	1	No alternative role recorded	0	50	0.7
   2021	8	4	4	wide playmaker	1	50	0.57
   2022	9	6	3	deep-lying midfielder	2	66.7	0.57
   2023	9	3	6	deep-lying midfielder	2	33.3	0.72
   2024	1	1	0	No alternative role recorded	0	100	0.33
   2025	5	5	0	No alternative role recorded	0	100	0.88

The evidence

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