How did Jess Fishlock's observed-role agreement change across the 2016–2026 NWSL regular seasons?

What mattersEvidence-backed summary

1. Modeled

   Jess Fishlock's observed-role agreement decreased from 25% in 2016 to 20% in 2026. The model evaluated 5 2026 starts and found 4 depth tensions. The most frequent alternative observed role was attacking 8 in 1 starts.

   The sequence distinguishes Jess Fishlock'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	16	4	12	deep-lying midfielder	9	25	0.81
   2017	20	2	18	deep-lying midfielder	15	10	0.77
   2018	18	5	13	deep-lying midfielder	8	27.8	0.58
   2019	5	0	5	attacking 8	1	0	0.49
   2021	21	9	12	deep-lying midfielder	5	42.9	0.54
   2022	18	6	12	attacking 8	4	33.3	0.52
   2023	16	7	9	attacking 8	4	43.8	0.75
   2024	17	6	11	deep-lying midfielder	4	35.3	0.58

The evidence

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