Pass Rate Scoring

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

• Pass Rateconcept0.892
  Fraction of model responses to a positive persona prompt that successfully express the trait; measures behavioral capacity
• Pass-When-Loaded Rateconcept0.788
  The pass rate among a model's skill-loaded trajectories, measuring outcome conditioned on harness activation
• Probe scoreconcept0.766
  Dot product between hidden state and concept vector averaged across 5-layer window around best layer; measures model's internal emotive state
• Alignment Scoreconcept0.754
  GPT-4o scored 0-100 metric where lower values indicate more misaligned behavior on open-ended evaluation prompts
• Proper scoring ruleconcept0.740
  A scoring rule optimized by predicting true probabilities; log-loss is one.
• Misalignment Scoremethod0.736
  Rubric-based thresholded GPT-4o grader scoring responses 1-5 on evil intent; scores 4-5 counted as misaligned
• Trait Scoremethod0.729
  GPT-4.1-mini based score (0-100) measuring degree of persona expression in generated text
• multiplicative scoringconcept0.728
  Score = (sum of completed quartet values) × (number of quartets), making portfolio composition consequential.