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

What mattersEvidence-backed summary

1. Modeled

   Brittany Ratcliffe's observed-role agreement was unchanged from 100% in 2016 to 100% in 2026. The model evaluated 2 2026 starts and found 0 depth tensions. No alternative observed role was recorded for Brittany Ratcliffe in 2026.

   The sequence distinguishes Brittany Ratcliffe'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	5	5	0	No alternative role recorded	0	100	0.69
   2017	12	11	1	No alternative role recorded	0	91.7	0.75
   2018	4	2	2	No alternative role recorded	0	50	0.71
   2021	2	2	0	No alternative role recorded	0	100	0.88
   2022	3	3	0	No alternative role recorded	0	100	0.62
   2023	4	4	0	No alternative role recorded	0	100	0.94
   2024	3	2	1	No alternative role recorded	0	66.7	0.88
   2025	6	6	0	No alternative role recorded	0	100	0.79

The evidence

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