How did Samantha Johnson's observed-role agreement change across the 2016–2019 NWSL regular seasons?
Samantha Johnson's observed-role agreement increased from 89.5% in 2016 to 100% in 2019. The model evaluated 8 2019 starts and found 0 depth tensions. No alternative observed role was recorded for Samantha Johnson in 2019.
Samantha Johnson's observed-role agreement increased from 89.5% in 2016 to 100% in 2019. The model evaluated 8 2019 starts and found 0 depth tensions. No alternative observed role was recorded for Samantha Johnson in 2019.
What mattersEvidence-backed summary
- Modeled
Samantha Johnson's observed-role agreement increased from 89.5% in 2016 to 100% in 2019. The model evaluated 8 2019 starts and found 0 depth tensions. No alternative observed role was recorded for Samantha Johnson in 2019.
The sequence distinguishes Samantha Johnson'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° 2016 19 17 2 No alternative role recorded 0 89.5 0.98 2017 22 21 1 half-back 1 95.5 0.96 2018 15 15 0 No alternative role recorded 0 100 0.97 2019 8 8 0 No alternative role recorded 0 100 1
Exact evidence located
Every claim points to exact returned rows and fields; semantic verification is not claimed.
The evidence
Site-owned records returned by this workflow. The Dossier renderer preserves their values and scope.
Workflow evidence
Samantha Johnson's observed-role model output by NWSL regular season.
| 2016 | 19 | 17 | 2 | No alternative role recorded | 0 | 89.5 | 0.98 |
| 2017 | 22 | 21 | 1 | half-back | 1 | 95.5 | 0.96 |
| 2018 | 15 | 15 | 0 | No alternative role recorded | 0 | 100 | 0.97 |
| 2019 | 8 | 8 | 0 | No alternative role recorded | 0 | 100 | 1 |