How did Sophia Wilson's observed-role agreement change across the 2021–2026 NWSL regular seasons?
Sophia Wilson's observed-role agreement increased from 75% in 2021 to 100% in 2026. The model evaluated 19 2026 starts and found 0 depth tensions. No alternative observed role was recorded for Sophia Wilson in 2026.
Sophia Wilson's observed-role agreement increased from 75% in 2021 to 100% in 2026. The model evaluated 19 2026 starts and found 0 depth tensions. No alternative observed role was recorded for Sophia Wilson in 2026.
What mattersEvidence-backed summary
- Modeled
Sophia Wilson's observed-role agreement increased from 75% in 2021 to 100% in 2026. The model evaluated 19 2026 starts and found 0 depth tensions. No alternative observed role was recorded for Sophia Wilson in 2026.
The sequence distinguishes Sophia Wilson's listed position from the model's read of on-ball behavior and shows how the relation changed across seasons.
Full table ↓ Selected evidence from Workflow evidence. Season Starts As assigned Role tensions° Most frequent alternative role° Alternative-role starts° Agreement %° Confidence° 2021 16 12 4 inverted winger 3 75 0.79 2022 16 16 0 No alternative role recorded 0 100 0.86 2023 13 13 0 No alternative role recorded 0 100 0.92 2024 18 11 7 inverted winger 6 61.1 0.78 2026 19 19 0 No alternative role recorded 0 100 0.78
Exact evidence located
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The evidence
Site-owned records returned by this workflow. The Dossier renderer preserves their values and scope.
Workflow evidence
Sophia Wilson's observed-role model output by NWSL regular season.
| 2021 | 16 | 12 | 4 | inverted winger | 3 | 75 | 0.79 |
| 2022 | 16 | 16 | 0 | No alternative role recorded | 0 | 100 | 0.86 |
| 2023 | 13 | 13 | 0 | No alternative role recorded | 0 | 100 | 0.92 |
| 2024 | 18 | 11 | 7 | inverted winger | 6 | 61.1 | 0.78 |
| 2026 | 19 | 19 | 0 | No alternative role recorded | 0 | 100 | 0.78 |