How did Amirah Ali's observed-role agreement change across the 2022–2024 NWSL regular seasons?
Amirah Ali's observed-role agreement was unchanged from 75% in 2022 to 75% in 2024. The model evaluated 4 2024 starts and found 1 depth tensions. No alternative observed role was recorded for Amirah Ali in 2024.
Amirah Ali's observed-role agreement was unchanged from 75% in 2022 to 75% in 2024. The model evaluated 4 2024 starts and found 1 depth tensions. No alternative observed role was recorded for Amirah Ali in 2024.
What mattersEvidence-backed summary
- Modeled
Amirah Ali's observed-role agreement was unchanged from 75% in 2022 to 75% in 2024. The model evaluated 4 2024 starts and found 1 depth tensions. No alternative observed role was recorded for Amirah Ali in 2024.
The sequence distinguishes Amirah Ali'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° 2022 4 3 1 inverted winger 1 75 0.7 2023 5 5 0 No alternative role recorded 0 100 0.91 2024 4 3 1 No alternative role recorded 0 75 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
Amirah Ali's observed-role model output by NWSL regular season.
| 2022 | 4 | 3 | 1 | inverted winger | 1 | 75 | 0.7 |
| 2023 | 5 | 5 | 0 | No alternative role recorded | 0 | 100 | 0.91 |
| 2024 | 4 | 3 | 1 | No alternative role recorded | 0 | 75 | 0.78 |