Curation v2 step 5: deep assessment, utility, diversified shortlist
assess.rs replaces score.rs (DEEP_INSTRUCTIONS, representative sample with [BEGINNING]/[MIDDLE]/[END], facets, cached deep rows with --rescore bypass), rank.rs adds the utility blend over present signals with gate ramps and the leader-clustered shortlist (cap 2 → 3 → uncapped, protected top-N, exploration reserve), editor.rs replaces select.rs with the §13 rendering and utility-ordered fallbacks. ScoredArticle is gone; Candidate is the only flow type. deep_batch_size replaces score_batch_size. Started by Codex (cut off by its usage limit mid-verification) and finished by a Claude agent from docs/plans/curation-v2-briefs/step5.md; reviewed against plan §12–§13. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01A1rCLQeKBgnBo3oTgHuTMe
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@@ -36,9 +36,9 @@ page_limit = 250
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base_url = "https://api.deepseek.com/v1"
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model = "deepseek-v4-flash" # DeepSeek-V4-Flash-0731 (confirmed 2026-08-15)
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# api_key via DAILY_EPUB_DEEPSEEK__API_KEY env
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score_batch_size = 12
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deep_batch_size = 8 # articles per close-reading assessment request
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triage_batch_size = 25 # articles per first-pass triage request
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max_concurrent_requests = 4 # triage and stage-A batches in flight at once
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max_concurrent_requests = 4 # triage and deep-assessment batches in flight
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score_temperature = 0.3
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editorial_temperature = 0.8 # used only when DeepSeek is the fallback editor
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# USD per 1M tokens, used for the cost guardrail.
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