How did Alyssa Mautz's observed-role agreement change across the 2016–2022 NWSL regular seasons?

What mattersEvidence-backed summary

1. Modeled

   Alyssa Mautz's observed-role agreement decreased from 30% in 2016 to 0% in 2022. The model evaluated 1 2022 starts and found 1 depth tensions. The most frequent alternative observed role was attacking wing-back in 1 starts.

   The sequence distinguishes Alyssa Mautz'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	10	3	7	deep-lying midfielder	1	30	0.58
   2017	15	6	9	deep-lying midfielder	1	40	0.68
   2018	20	17	3	No alternative role recorded	0	85	0.73
   2019	3	0	3	No alternative role recorded	0	0	0.57
   2021	3	1	2	attacking wing-back	1	33.3	0.68
   2022	1	0	1	attacking wing-back	1	0	0.61

The evidence

Site-owned records returned by this workflow. The Dossier renderer preserves their values and scope.