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

What mattersEvidence-backed summary

1. Modeled

   Lynn Biyendolo's observed-role agreement decreased from 68.4% in 2016 to 42.9% in 2025. The model evaluated 7 2025 starts and found 4 depth tensions. The most frequent alternative observed role was false 9 in 1 starts.

   The sequence distinguishes Lynn Biyendolo'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	19	13	6	inverted winger	4	68.4	0.84
   2017	21	18	3	inverted winger	2	85.7	0.81
   2018	20	18	2	No alternative role recorded	0	90	0.9
   2019	21	19	2	inverted winger	1	90.5	0.8
   2021	17	11	6	No alternative role recorded	0	64.7	0.66
   2023	18	14	4	inverted winger	4	77.8	0.67
   2024	10	8	2	inverted winger	1	80	0.77
   2025	7	3	4	false 9	1	42.9	0.6

The evidence

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