How did Alana Cook's observed-role agreement change across the 2021–2025 NWSL regular seasons?
Alana Cook's observed-role agreement was unchanged from 100% in 2021 to 100% in 2025. The model evaluated 7 2025 starts and found 0 depth tensions. No alternative observed role was recorded for Alana Cook in 2025.
Alana Cook's observed-role agreement was unchanged from 100% in 2021 to 100% in 2025. The model evaluated 7 2025 starts and found 0 depth tensions. No alternative observed role was recorded for Alana Cook in 2025.
What mattersEvidence-backed summary
- Modeled
Alana Cook's observed-role agreement was unchanged from 100% in 2021 to 100% in 2025. The model evaluated 7 2025 starts and found 0 depth tensions. No alternative observed role was recorded for Alana Cook in 2025.
The sequence distinguishes Alana Cook'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 19 19 0 No alternative role recorded 0 100 1 2022 19 19 0 No alternative role recorded 0 100 0.99 2023 18 18 0 No alternative role recorded 0 100 0.99 2024 19 18 1 half-back 1 94.7 0.99 2025 7 7 0 No alternative role recorded 0 100 0.99
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
Alana Cook's observed-role model output by NWSL regular season.
| 2021 | 19 | 19 | 0 | No alternative role recorded | 0 | 100 | 1 |
| 2022 | 19 | 19 | 0 | No alternative role recorded | 0 | 100 | 0.99 |
| 2023 | 18 | 18 | 0 | No alternative role recorded | 0 | 100 | 0.99 |
| 2024 | 19 | 18 | 1 | half-back | 1 | 94.7 | 0.99 |
| 2025 | 7 | 7 | 0 | No alternative role recorded | 0 | 100 | 0.99 |