How did Shinomi Koyama's observed-role agreement change across the 2025–2026 NWSL regular seasons?
Shinomi Koyama's observed-role agreement increased from 43.8% in 2025 to 54.5% in 2026. The model evaluated 22 2026 starts and found 10 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 4 starts.
Shinomi Koyama's observed-role agreement increased from 43.8% in 2025 to 54.5% in 2026. The model evaluated 22 2026 starts and found 10 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 4 starts.
What mattersEvidence-backed summary
- Modeled
Shinomi Koyama's observed-role agreement increased from 43.8% in 2025 to 54.5% in 2026. The model evaluated 22 2026 starts and found 10 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 4 starts.
The sequence distinguishes Shinomi Koyama'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° 2025 16 7 9 deep-lying midfielder 3 43.8 0.65 2026 22 12 10 deep-lying midfielder 4 54.5 0.75
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
Shinomi Koyama's observed-role model output by NWSL regular season.
| 2025 | 16 | 7 | 9 | deep-lying midfielder | 3 | 43.8 | 0.65 |
| 2026 | 22 | 12 | 10 | deep-lying midfielder | 4 | 54.5 | 0.75 |