How did Paige Cronin's observed-role agreement change across the 2019–2026 NWSL regular seasons?

What mattersEvidence-backed summary

1. Modeled

   Paige Cronin's observed-role agreement increased from 70% in 2019 to 85.7% in 2026. The model evaluated 7 2026 starts and found 1 depth tensions. The most frequent alternative observed role was inverted winger in 1 starts.

   The sequence distinguishes Paige Cronin'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°
   2019	20	14	6	inverted winger	1	70	0.75
   2021	5	2	3	No alternative role recorded	0	40	0.61
   2022	18	15	3	No alternative role recorded	0	83.3	0.8
   2023	14	12	2	No alternative role recorded	0	85.7	0.86
   2024	20	15	5	deep-lying midfielder	1	75	0.78
   2025	14	12	2	inverted winger	2	85.7	0.78
   2026	7	6	1	inverted winger	1	85.7	0.76

The evidence

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