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

What mattersEvidence-backed summary

1. Modeled

   Marta's observed-role agreement decreased from 47.6% in 2017 to 16.7% in 2026. The model evaluated 6 2026 starts and found 5 depth tensions. The most frequent alternative observed role was false 9 in 2 starts.

   The sequence distinguishes Marta'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	21	10	11	attacking 8	2	47.6	0.51
   2018	15	9	6	wide playmaker	2	60	0.56
   2019	14	5	9	attacking 8	2	35.7	0.49
   2021	17	4	13	attacking 8	2	23.5	0.37
   2023	17	8	9	attacking 8	2	47.1	0.63
   2024	19	0	19	attacking 8	6	0	0.44
   2025	18	5	13	false 9	4	27.8	0.57
   2026	6	1	5	false 9	2	16.7	0.49

The evidence

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