How did Christen Westphal's observed-role agreement change across the 2016–2025 NWSL regular seasons?
Christen Westphal's observed-role agreement increased from 85.7% in 2016 to 100% in 2025. The model evaluated 7 2025 starts and found 0 depth tensions. No alternative observed role was recorded for Christen Westphal in 2025.
Christen Westphal's observed-role agreement increased from 85.7% in 2016 to 100% in 2025. The model evaluated 7 2025 starts and found 0 depth tensions. No alternative observed role was recorded for Christen Westphal in 2025.
What mattersEvidence-backed summary
- Modeled
Christen Westphal's observed-role agreement increased from 85.7% in 2016 to 100% in 2025. The model evaluated 7 2025 starts and found 0 depth tensions. No alternative observed role was recorded for Christen Westphal in 2025.
The sequence distinguishes Christen Westphal'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° 2016 7 6 1 No alternative role recorded 0 85.7 0.91 2017 13 13 0 No alternative role recorded 0 100 0.97 2018 9 9 0 No alternative role recorded 0 100 0.97 2019 1 1 0 No alternative role recorded 0 100 0.98 2021 10 10 0 No alternative role recorded 0 100 0.99 2022 20 20 0 No alternative role recorded 0 100 0.96 2023 22 22 0 No alternative role recorded 0 100 0.99 2024 8 8 0 No alternative role recorded 0 100 0.94
Exact evidence located
Every claim points to exact returned rows and fields; semantic verification is not claimed.
The evidence
Site-owned records returned by this workflow. The Dossier renderer preserves their values and scope.
Workflow evidence
Christen Westphal's observed-role model output by NWSL regular season.
| 2016 | 7 | 6 | 1 | No alternative role recorded | 0 | 85.7 | 0.91 |
| 2017 | 13 | 13 | 0 | No alternative role recorded | 0 | 100 | 0.97 |
| 2018 | 9 | 9 | 0 | No alternative role recorded | 0 | 100 | 0.97 |
| 2019 | 1 | 1 | 0 | No alternative role recorded | 0 | 100 | 0.98 |
| 2021 | 10 | 10 | 0 | No alternative role recorded | 0 | 100 | 0.99 |
| 2022 | 20 | 20 | 0 | No alternative role recorded | 0 | 100 | 0.96 |
| 2023 | 22 | 22 | 0 | No alternative role recorded | 0 | 100 | 0.99 |
| 2024 | 8 | 8 | 0 | No alternative role recorded | 0 | 100 | 0.94 |
| 2025 | 7 | 7 | 0 | No alternative role recorded | 0 | 100 | 0.95 |