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

What mattersEvidence-backed summary

1. Modeled

   Christine Sinclair's observed-role agreement decreased from 60% in 2016 to 50% in 2024. The model evaluated 16 2024 starts and found 8 depth tensions. The most frequent alternative observed role was false 9 in 2 starts.

   The sequence distinguishes Christine Sinclair'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	6	4	deep-lying midfielder	2	60	0.61
   2017	24	11	13	false 9	3	45.8	0.48
   2018	24	6	18	attacking 8	5	25	0.52
   2019	17	3	14	attacking 8	5	17.6	0.46
   2021	15	5	10	false 9	2	33.3	0.5
   2022	12	4	8	deep-lying midfielder	1	33.3	0.44
   2023	13	9	4	attacking 8	1	69.2	0.67
   2024	16	8	8	false 9	2	50	0.55

The evidence

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