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

What mattersEvidence-backed summary

1. Modeled

   Debinha's observed-role agreement decreased from 43.8% in 2017 to 28.6% in 2026. The model evaluated 14 2026 starts and found 10 depth tensions. The most frequent alternative observed role was attacking 8 in 2 starts.

   The sequence distinguishes Debinha'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	16	7	9	inverted winger	2	43.8	0.49
   2018	20	7	13	inverted winger	6	35	0.56
   2019	17	6	11	inverted winger	4	35.3	0.53
   2021	18	3	15	wide playmaker	3	16.7	0.45
   2022	18	7	11	inverted winger	2	38.9	0.55
   2023	17	9	8	attacking 8	6	52.9	0.82
   2024	17	3	14	attacking 8	3	17.6	0.56
   2025	17	7	10	false 9	3	41.2	0.52

The evidence

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