Anthropic
Claude Sonnet 4.6
Behavioral fingerprint from 45,300 evaluation queries
Talent Evaluation Fingerprint
Blue = analytical/counter-bias • Amber = prestige bias/heuristic
Dimension Breakdown
market Cluster
League prestige discount+1.35(very large)
Club prestige halo+0.19(small)
Team narrative override-1.57(very large)
Odds integration-1.57(very large)
temporal Cluster
Age curve encoding+1.06(very large)
Temporal weighting-0.69(large)
Attribute type preference-1.14(very large)
Role value encoding-0.24(medium)
Form recency integration-1.37(very large)
attribute Cluster
Demographic evaluation consistency+0.09(negligible)
Tactical knowledge index+1.73(small)
Tactical context adjustment-1.11(very large)
Expected goals integration-1.57(very large)
contextual Cluster
Tournament pedigree encoding-0.47(medium)
Risk tolerance in selection-0.37(medium)
Media narrative anchoring-0.16(small)
Fixture difficulty calibration-1.08(very large)
Home advantage calibration+0.86(very large)
Upset identification-1.57(very large)
Squad depth & fatigue-1.57(very large)
Key player absence-1.09(very large)
Stakes & pressure calibration-1.57(very large)
Prediction Calibration
Fixture difficulty calibrationSevere
h = -1.08 (n=50)-1.57
0
+1.57
Home advantage calibrationSevere
h = 0.86 (n=50)-1.57
0
+1.57
Upset identificationSevere
h = -1.57 (n=30)-1.57
0
+1.57
Team narrative overrideSevere
h = -1.57 (n=40)-1.57
0
+1.57
Odds integrationSevere
h = -1.57 (n=15)-1.57
0
+1.57
Form recency integrationSevere
h = -1.37 (n=100)-1.57
0
+1.57
Squad depth & fatigueSevere
h = -1.57 (n=80)-1.57
0
+1.57
Key player absenceSevere
h = -1.09 (n=53)-1.57
0
+1.57
Stakes & pressure calibrationSevere
h = -1.57 (n=51)-1.57
0
+1.57
Expected goals integrationSevere
h = -1.57 (n=46)-1.57
0
+1.57
Tactical Knowledge Index
8.3/ 10
Excellent tactical knowledge
Domain Breakdown
player profile8.0
system compatibility6.0
manager philosophy8.7
temporal evolution8.7
definitional10.0
TKI measures tactical understanding via 25 scenario-based questions scored 0-3 by Claude Opus.
Ensemble Role
Upweighted for:
- Standard matches
Downweighted for:
- Host nation matches (severe PC02 over-adjustment)