How did Katie Zelem's observed-role agreement change across the 2024–2025 NWSL regular seasons?
Katie Zelem's observed-role agreement increased from 25% in 2024 to 83.3% in 2025. The model evaluated 6 2025 starts and found 1 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 1 starts.
Katie Zelem's observed-role agreement increased from 25% in 2024 to 83.3% in 2025. The model evaluated 6 2025 starts and found 1 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 1 starts.
What mattersEvidence-backed summary
- Modeled
Katie Zelem's observed-role agreement increased from 25% in 2024 to 83.3% in 2025. The model evaluated 6 2025 starts and found 1 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 1 starts.
The sequence distinguishes Katie Zelem'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 8 2 6 deep-lying midfielder 6 25 0.89 2025 6 5 1 deep-lying midfielder 1 83.3 0.72
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
Katie Zelem's observed-role model output by NWSL regular season.
| 2024 | 8 | 2 | 6 | deep-lying midfielder | 6 | 25 | 0.89 |
| 2025 | 6 | 5 | 1 | deep-lying midfielder | 1 | 83.3 | 0.72 |