How did Michelle Cooper's observed-role agreement change across the 2023–2026 NWSL regular seasons?
Michelle Cooper's observed-role agreement increased from 94.1% in 2023 to 100% in 2026. The model evaluated 14 2026 starts and found 0 depth tensions. No alternative observed role was recorded for Michelle Cooper in 2026.
Michelle Cooper's observed-role agreement increased from 94.1% in 2023 to 100% in 2026. The model evaluated 14 2026 starts and found 0 depth tensions. No alternative observed role was recorded for Michelle Cooper in 2026.
What mattersEvidence-backed summary
- Modeled
Michelle Cooper's observed-role agreement increased from 94.1% in 2023 to 100% in 2026. The model evaluated 14 2026 starts and found 0 depth tensions. No alternative observed role was recorded for Michelle Cooper in 2026.
The sequence distinguishes Michelle Cooper'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° 2023 17 16 1 wide playmaker 1 94.1 0.9 2024 15 11 4 No alternative role recorded 0 73.3 0.83 2025 17 14 3 No alternative role recorded 0 82.4 0.81 2026 14 14 0 No alternative role recorded 0 100 0.9
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
Michelle Cooper's observed-role model output by NWSL regular season.
| 2023 | 17 | 16 | 1 | wide playmaker | 1 | 94.1 | 0.9 |
| 2024 | 15 | 11 | 4 | No alternative role recorded | 0 | 73.3 | 0.83 |
| 2025 | 17 | 14 | 3 | No alternative role recorded | 0 | 82.4 | 0.81 |
| 2026 | 14 | 14 | 0 | No alternative role recorded | 0 | 100 | 0.9 |