Predicting the Pros
Predictions/Doug Gabriel
Doug Gabriel

Player breakdown

Doug Gabriel

Central Florida · 2003 Draft Class

6-2213 lbs5th round, 167th overallAge at Draft: 23Age: ~46
EliteDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

86%

YearTeamGGSTgtRecYdsY/RTDY/G
2003OAK12011171701.4
2004OAK165793355116.7234.4
2005OAK142723755415339.6
20062TM155543042814.3328.5
2006OAK30758416.8028
2006NWE125472534413.8328.7
Career72172601311,97815.11127.5
SeasonTeamConfGRecYdsTDYPRYPG
2001UCFInd1022632928.763.2
2002UCFMAC12751,2371116.5103.1
Career22971,8692019.385.0

Model readout

Probability, context, and base score

XGBoost Prob

72%

ML model output

Context Prob

95%

Rule-based model

Suppression Signals

5

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 11% NFL 1000-yard conversion rate+1.195
+29.0 ypg vs. draft class average — above average+0.287
BMI 27.3 — outside ideal range for NFL WR (213 lbs)+0.252

Top Negative Factors

Physical production synergy-0.592
Efficiency consistency: 1.49 — highly consistent across seasons-0.285
Recruit dominator synergy-0.235

SHAP Feature Impact (Top 20)