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Scoring raw completions without GLM's training-time prefix runs the model out-of-distribution: scores drop and A/B sensitivity distorts (#108). Detect GLM via config.json model_type and prepend automatically, with a stderr notice. EVAL_PREFIX (including empty) still overrides for research use. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>