How did Emma Sears's observed-role agreement change across the 2024–2026 NWSL regular seasons?
Emma Sears's observed-role agreement decreased from 100% in 2024 to 89.5% in 2026. The model evaluated 19 2026 starts and found 2 depth tensions. No alternative observed role was recorded for Emma Sears in 2026.
Emma Sears's observed-role agreement decreased from 100% in 2024 to 89.5% in 2026. The model evaluated 19 2026 starts and found 2 depth tensions. No alternative observed role was recorded for Emma Sears in 2026.
What mattersEvidence-backed summary
- Modeled
Emma Sears's observed-role agreement decreased from 100% in 2024 to 89.5% in 2026. The model evaluated 19 2026 starts and found 2 depth tensions. No alternative observed role was recorded for Emma Sears in 2026.
The sequence distinguishes Emma Sears'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° 2024 12 12 0 No alternative role recorded 0 100 0.86 2025 26 25 1 inverted winger 1 96.2 0.88 2026 19 17 2 No alternative role recorded 0 89.5 0.79
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
Emma Sears's observed-role model output by NWSL regular season.
| 2024 | 12 | 12 | 0 | No alternative role recorded | 0 | 100 | 0.86 |
| 2025 | 26 | 25 | 1 | inverted winger | 1 | 96.2 | 0.88 |
| 2026 | 19 | 17 | 2 | No alternative role recorded | 0 | 89.5 | 0.79 |