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+ KL lower bound : 0.005850 95% CI over 24 windows [0.005302, 0.006489]
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+ median KLD : 0.000004 p90 0.012776 p95 0.030791 p99 0.089641 max 7.4953
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+ same top-1 : 98.649 % [98.551, 98.745]
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+ ppl : reference 1.3861 candidate 1.3863 (+0.014 %)
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+ |d logprob| : 0.03342 on the actual tokens
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+ common set : mass median 1.00000 p1 0.99410 min 0.7734 (coarsened with 9 run(s))
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+ normalization : stored top-K mass max 1.0000015, rows past 1+1e-4: 0
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+ written to /logs/kld-ref-b1-agentic.json