Collective Workspace
● LIVEPrototype · auth-free demo
Loading measured results…
0 competitions with measured results · 0 teams on the tape · scored inside their own league open team board →
Shadow scores
Canonical engine, running beside the live one.
Read-only. Every number on the right is recomputed in the browser from the same inputs the ingest uses — nothing is written back, so the stored scores your app serves today are untouched until you say promote.
Stored spread
0.0 – 0.0
band 0.0 · sd 0.0
Canonical spread
0.0 – 0.0
band 0.0 · sd 0.0
Separation gain
—×
standard deviation vs stored
Avg confidence
0%
lanes measured, not modeled
Category weights by league
ALL ROWS
| League | PS | IS | MES | IRS | FCP | Σ |
|---|---|---|---|---|---|---|
| NFL | 28% | 22% | 18% | 14% | 18% | 100% |
| NBA | 24% | 28% | 16% | 16% | 16% | 100% |
| WNBA | 18% | 30% | 14% | 22% | 16% | 100% |
| MLB | 30% | 18% | 20% | 14% | 18% | 100% |
| NHL | 34% | 16% | 18% | 14% | 18% | 100% |
| MLS | 26% | 20% | 16% | 24% | 14% | 100% |
| NWSL | 22% | 26% | 14% | 22% | 16% | 100% |
| PWHL | 26% | 26% | 14% | 18% | 16% | 100% |
| BAL | 24% | 26% | 12% | 24% | 14% | 100% |
| CFB-P4 | 22% | 26% | 20% | 18% | 14% | 100% |
| CFB-G5 | 24% | 24% | 18% | 20% | 14% | 100% |
| MBB-D1 | 20% | 28% | 18% | 20% | 14% | 100% |
| WBB-D1 | 18% | 28% | 16% | 24% | 14% | 100% |
| COLLEGE | 18% | 24% | 20% | 24% | 14% | 100% |
| CFB | 23% | 25% | 19% | 19% | 14% | 100% |
| CBBM | 20% | 28% | 18% | 20% | 14% | 100% |
| CBBW | 18% | 28% | 16% | 24% | 14% | 100% |
| FCS | 20% | 24% | 20% | 22% | 14% | 100% |
| D2FB | 18% | 24% | 20% | 24% | 14% | 100% |
| D3FB | 18% | 24% | 20% | 24% | 14% | 100% |
| JUCOFB | 18% | 22% | 20% | 26% | 14% | 100% |
| DEFAULT | 20% | 20% | 20% | 20% | 20% | 100% |
Gate-and-broadcast leagues weight production hardest (NHL PS 34%, MLB 30%, NFL 28%). Growth leagues weight audience and identity (WNBA IS 30% / IRS 22%, NWSL IS 26% / IRS 22%). College codes fall back to the COLLEGE row, where NIL value sits in reach, market and story rather than the box score.
Biggest rank shifts
STORED → CANONICAL
Scoring the sample…
Side-by-side ledger
0 ATHLETES · READ-ONLY
| # | Athlete | Reach | Stored | Canon | Δ | PS | IS | MES | IRS | FCP | Conf |
|---|
Loading athletes and scoring the shadow run…
Greyed lane values are still modeled proxies; white values are measured from live data. Promoting the canonical engine only happens when a roster ingest or social enrichment run writes back — nothing on this page does.