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

What mattersEvidence-backed summary

1. Modeled

   Meghan Klingenberg's observed-role agreement was unchanged from 100% in 2016 to 100% in 2024. The model evaluated 2 2024 starts and found 0 depth tensions. No alternative observed role was recorded for Meghan Klingenberg in 2024.

   The sequence distinguishes Meghan Klingenberg'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	14	14	0	No alternative role recorded	0	100	0.99
   2017	22	21	1	attacking wing-back	1	95.5	0.94
   2018	20	17	3	attacking wing-back	3	85	0.91
   2019	23	20	3	attacking wing-back	1	87	0.9
   2021	20	20	0	No alternative role recorded	0	100	0.96
   2022	14	14	0	No alternative role recorded	0	100	0.95
   2023	20	19	1	No alternative role recorded	0	95	0.95
   2024	2	2	0	No alternative role recorded	0	100	0.99

The evidence

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