backup materials and knowledge-base docs
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# Final Verdict
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## Verdict buckets
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- `ready with minor edits`
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- `needs moderate revision`
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- `not ready for submission`
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## Always report
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- top 3 blocking issues
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- top 3 polish issues
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- missing evidence or missing citations
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- figure/table risks
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# Section Checklist
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## Abstract
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- problem clear
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- method identifiable
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- main result quantified
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- contribution stated
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## Introduction
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- research gap explicit
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- question or hypothesis visible
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- contribution list concrete
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## Method
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- enough detail to reproduce
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- assumptions named
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- key design choices justified
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## Results
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- numbers support claims
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- uncertainty / significance reported when needed
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- baselines and ablations are interpretable
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## Discussion
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- limitations named
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- failure cases acknowledged
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- next-step implications are reasonable
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