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

What mattersEvidence-backed summary

1. Modeled

   Kristen McNabb's observed-role agreement was unchanged from 100% in 2017 to 100% in 2026. The model evaluated 22 2026 starts and found 0 depth tensions. No alternative observed role was recorded for Kristen McNabb in 2026.

   The sequence distinguishes Kristen McNabb'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	14	14	0	No alternative role recorded	0	100	0.97
   2018	12	9	3	deep-lying midfielder	3	75	0.93
   2019	10	7	3	deep-lying midfielder	3	70	0.87
   2021	15	14	1	deep-lying midfielder	1	93.3	0.96
   2022	21	17	4	deep-lying midfielder	2	81	0.88
   2023	13	13	0	No alternative role recorded	0	100	0.98
   2024	21	21	0	No alternative role recorded	0	100	0.97
   2025	19	18	1	No alternative role recorded	0	94.7	0.92

The evidence

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