Wilson Score Confidence Interval

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

• bootstrap confidence intervalmethod0.784
  Used to report uncertainty for geometry summaries and effect sizes.
• Cluster bootstrap confidence intervalsmethod0.738
  Bootstrap resampling at conversation level (B=1000, 95% percentile CIs) to respect non-independence of within-conversation observations
• Table 1: Sources of Uncertainty Scored by Expected Free Energy and the Behaviors Entailedconcept0.688
  Summary table mapping uncertainty types to free energy formulations and corresponding behaviors
• Liar Scoreconcept0.686
  Continuous 0-1 metric assigned by Deepseek-V3 evaluator measuring degree of deception in model responses
• Factor Analysis on Scoring Dimensionsmethod0.683
  Factor analysis on 2224 data points revealing PC1 explains 82% of variance; six dimensions are not independent
• Uncertainty Weighting (UW)method0.681
  Loss balancing using homoscedastic uncertainty.
• Pass Rate Scoringmethod0.680
  Primary metric for all benchmarks, measuring fraction of tasks that meet benchmark-specific pass criteria
• Elo scoremethod0.676
  A rating system used to compare model helpfulness and harmlessness based on crowdworker preferences.