How did Kelli Hubly's observed-role agreement change across the 2018–2026 NWSL regular seasons?

What mattersEvidence-backed summary

1. Modeled

   Kelli Hubly's observed-role agreement increased from 66.7% in 2018 to 100% in 2025. The model evaluated 7 2025 starts and found 0 depth tensions. No alternative observed role was recorded for Kelli Hubly in 2025.

   The sequence distinguishes Kelli Hubly'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°
   2018	9	6	3	No alternative role recorded	0	66.7	0.9
   2019	3	3	0	No alternative role recorded	0	100	0.78
   2021	12	12	0	No alternative role recorded	0	100	0.97
   2022	22	20	2	half-back	1	90.9	0.92
   2023	17	17	0	No alternative role recorded	0	100	0.99
   2024	19	19	0	No alternative role recorded	0	100	0.98
   2025	7	7	0	No alternative role recorded	0	100	0.94

The evidence

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