How did Claire Emslie's observed-role agreement change across the 2019–2026 NWSL regular seasons?
Claire Emslie's observed-role agreement decreased from 77.8% in 2019 to 57.1% in 2026. The model evaluated 7 2026 starts and found 3 depth tensions. The most frequent alternative observed role was inverted winger in 1 starts.
Claire Emslie's observed-role agreement decreased from 77.8% in 2019 to 57.1% in 2026. The model evaluated 7 2026 starts and found 3 depth tensions. The most frequent alternative observed role was inverted winger in 1 starts.
What mattersEvidence-backed summary
- Modeled
Claire Emslie's observed-role agreement decreased from 77.8% in 2019 to 57.1% in 2026. The model evaluated 7 2026 starts and found 3 depth tensions. The most frequent alternative observed role was inverted winger in 1 starts.
The sequence distinguishes Claire Emslie'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° 2019 9 7 2 inverted winger 2 77.8 0.82 2022 9 6 3 No alternative role recorded 0 66.7 0.72 2023 16 13 3 inverted winger 1 81.3 0.82 2024 24 19 5 inverted winger 2 79.2 0.69 2025 7 6 1 wide playmaker 1 85.7 0.56 2026 7 4 3 inverted winger 1 57.1 0.7
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
Claire Emslie's observed-role model output by NWSL regular season.
| 2019 | 9 | 7 | 2 | inverted winger | 2 | 77.8 | 0.82 |
| 2022 | 9 | 6 | 3 | No alternative role recorded | 0 | 66.7 | 0.72 |
| 2023 | 16 | 13 | 3 | inverted winger | 1 | 81.3 | 0.82 |
| 2024 | 24 | 19 | 5 | inverted winger | 2 | 79.2 | 0.69 |
| 2025 | 7 | 6 | 1 | wide playmaker | 1 | 85.7 | 0.56 |
| 2026 | 7 | 4 | 3 | inverted winger | 1 | 57.1 | 0.7 |