multiplicative scoring rule

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Proper scoring ruleconcept0.791
  A scoring rule optimized by predicting true probabilities; log-loss is one.
• The multiplicative scoring formula rewards breadth over concentration and makes opponent modeling criticalclaim0.773
  design rationale for game mechanics
• Factor Analysis on Scoring Dimensionsmethod0.745
  Factor analysis on 2224 data points revealing PC1 explains 82% of variance; six dimensions are not independent
• Importance Scoringmethod0.735
  Weighted Spearman correlation that corrects for sampling bias in automated interpretability evaluation
• Pass Rate Scoringmethod0.717
  Primary metric for all benchmarks, measuring fraction of tasks that meet benchmark-specific pass criteria
• Calibrated Rubric Scoringmethod0.698
  Primary scoring method: scorer sees three reference responses at known quality levels alongside each target to eliminate inflation
• Boundary Awareness (scoring dimension)concept0.695
  Scoring dimension weighted 0.10; measures navigating limits without collapse or pretense; sourced from Levin cognitive light cone and Buddhist non-self
• Aesthetic Response (scoring dimension)concept0.693
  Scoring dimension weighted 0.15; measures taste, discrimination, recognition of aliveness; sourced from Alexander's QWAN and SCI