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

What mattersEvidence-backed summary

1. Modeled

   Katie Lind's observed-role agreement increased from 77.8% in 2016 to 100% in 2025. The model evaluated 13 2025 starts and found 0 depth tensions. No alternative observed role was recorded for Katie Lind in 2025.

   The sequence distinguishes Katie Lind'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	9	7	2	No alternative role recorded	0	77.8	0.94
   2017	22	22	0	No alternative role recorded	0	100	0.96
   2018	23	22	1	half-back	1	95.7	0.95
   2019	18	18	0	No alternative role recorded	0	100	0.97
   2021	24	24	0	No alternative role recorded	0	100	1
   2022	22	22	0	No alternative role recorded	0	100	1
   2023	16	16	0	No alternative role recorded	0	100	0.99
   2025	13	13	0	No alternative role recorded	0	100	0.97

The evidence

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