How did María Sánchez's observed-role agreement change across the 2021–2025 NWSL regular seasons?
María Sánchez's observed-role agreement decreased from 100% in 2021 to 57.1% in 2025. The model evaluated 7 2025 starts and found 3 depth tensions. The most frequent alternative observed role was attacking 8 in 1 starts.
María Sánchez's observed-role agreement decreased from 100% in 2021 to 57.1% in 2025. The model evaluated 7 2025 starts and found 3 depth tensions. The most frequent alternative observed role was attacking 8 in 1 starts.
What mattersEvidence-backed summary
- Modeled
María Sánchez's observed-role agreement decreased from 100% in 2021 to 57.1% in 2025. The model evaluated 7 2025 starts and found 3 depth tensions. The most frequent alternative observed role was attacking 8 in 1 starts.
The sequence distinguishes María Sánchez'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 2 2 0 No alternative role recorded 0 100 0.93 2022 20 12 8 attacking wing-back 2 60 0.68 2023 21 17 4 attacking 8 1 81 0.83 2024 22 17 5 attacking wing-back 1 77.3 0.71 2025 7 4 3 attacking 8 1 57.1 0.52
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
María Sánchez's observed-role model output by NWSL regular season.
| 2021 | 2 | 2 | 0 | No alternative role recorded | 0 | 100 | 0.93 |
| 2022 | 20 | 12 | 8 | attacking wing-back | 2 | 60 | 0.68 |
| 2023 | 21 | 17 | 4 | attacking 8 | 1 | 81 | 0.83 |
| 2024 | 22 | 17 | 5 | attacking wing-back | 1 | 77.3 | 0.71 |
| 2025 | 7 | 4 | 3 | attacking 8 | 1 | 57.1 | 0.52 |