How did Emily Fox's observed-role agreement change across the 2021–2023 NWSL regular seasons?
Emily Fox's observed-role agreement increased from 81.8% in 2021 to 88.9% in 2023. The model evaluated 18 2023 starts and found 2 depth tensions. No alternative observed role was recorded for Emily Fox in 2023.
Emily Fox's observed-role agreement increased from 81.8% in 2021 to 88.9% in 2023. The model evaluated 18 2023 starts and found 2 depth tensions. No alternative observed role was recorded for Emily Fox in 2023.
What mattersEvidence-backed summary
- Modeled
Emily Fox's observed-role agreement increased from 81.8% in 2021 to 88.9% in 2023. The model evaluated 18 2023 starts and found 2 depth tensions. No alternative observed role was recorded for Emily Fox in 2023.
The sequence distinguishes Emily Fox'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 22 18 4 No alternative role recorded 0 81.8 0.83 2022 17 13 4 No alternative role recorded 0 76.5 0.86 2023 18 16 2 No alternative role recorded 0 88.9 0.82
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
Emily Fox's observed-role model output by NWSL regular season.
| 2021 | 22 | 18 | 4 | No alternative role recorded | 0 | 81.8 | 0.83 |
| 2022 | 17 | 13 | 4 | No alternative role recorded | 0 | 76.5 | 0.86 |
| 2023 | 18 | 16 | 2 | No alternative role recorded | 0 | 88.9 | 0.82 |