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

What mattersEvidence-backed summary

1. Modeled

   Jasmyne Spencer's observed-role agreement increased from 70.6% in 2016 to 87.5% in 2024. The model evaluated 16 2024 starts and found 2 depth tensions. The most frequent alternative observed role was attacking wing-back in 2 starts.

   The sequence distinguishes Jasmyne Spencer'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	17	12	5	inverted winger	2	70.6	0.6
   2017	12	8	4	inverted winger	3	66.7	0.74
   2018	8	7	1	No alternative role recorded	0	87.5	0.74
   2019	1	0	1	inverted winger	1	0	0.69
   2021	9	9	0	No alternative role recorded	0	100	0.88
   2022	10	10	0	No alternative role recorded	0	100	0.87
   2023	7	7	0	No alternative role recorded	0	100	0.89
   2024	16	14	2	attacking wing-back	2	87.5	0.89

The evidence

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