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
This commit is contained in:
Claude Fable 5.1
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{
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"articles": [
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{
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"id": 101,
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"quality": 8.5,
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"fit": 7.0,
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"category": "Tech & Engineering",
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"rationale": "First-hand 40TB Postgres migration with failure timeline, numbers and a rollback plan",
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"paywalled_guess": false,
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"facets": {
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"format": "first_hand_account",
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"depth": "deep",
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"evidence": "first_hand",
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"commerciality": "none",
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"topic_group": "software_engineering",
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"technicality": "advanced",
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"locality": "not_applicable",
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"specific_topics": ["Postgres migration", "storage failover", "rollback planning"]
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}
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},
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{
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"id": 102,
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"quality": 3.0,
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"fit": 2.5,
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"category": "AI & Machine Learning",
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"rationale": "Model release announcement, benchmark table from the vendor, no independent evaluation",
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"paywalled_guess": false,
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"facets": {
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"format": "announcement_roundup",
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"depth": "brief",
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"evidence": "speculative",
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"commerciality": "promotional",
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"topic_group": "ai_ml",
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"technicality": "light",
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"locality": "international",
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"specific_topics": ["model launch"]
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}
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},
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{
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"id": 103,
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"quality": 6.5,
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"fit": 8.0,
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"category": "Boston & Local",
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"rationale": "MBTA slow-zone data pulled from the tracker and charted by line with original analysis",
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"paywalled_guess": false,
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"facets": {
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"format": "analysis_essay",
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"depth": "standard",
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"evidence": "data_or_experiment",
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"commerciality": "none",
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"topic_group": "boston_new_england",
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"technicality": "intermediate",
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"locality": "boston_new_england",
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"specific_topics": ["MBTA slow zones", "transit data"]
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}
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},
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{
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"id": 104,
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"quality": 5.0,
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"fit": 6.0,
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"category": "Culture & Essays",
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"rationale": "Promising essay on typesetting history; the body reads cut off after the second section",
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"paywalled_guess": true,
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"facets": {
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"format": "analysis_essay",
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"depth": "standard",
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"evidence": "synthesis",
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"commerciality": "none",
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"topic_group": "books_writing",
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"technicality": "nontechnical",
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"locality": "not_applicable",
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"specific_topics": ["typesetting", "print history"]
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}
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}
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]
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}
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+67
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{
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"articles": [
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{
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"id": 201,
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"quality": 7.0,
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"fit": 6.5,
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"category": "Science & Space",
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"rationale": "careful write-up of an amateur radio occultation measurement",
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"paywalled_guess": false,
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"facets": {
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"format": "first_hand_account",
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"depth": "standard",
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"evidence": "data_or_experiment",
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"commerciality": "none",
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"topic_group": "science_space",
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"technicality": "intermediate",
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"locality": "us",
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"specific_topics": ["radio occultation"]
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}
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},
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{
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"id": "202",
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"quality": "6",
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"fit": "5.5",
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"category": "Niche Corner",
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"rationale": "mailing-list argument about tape drives, oddly gripping",
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"paywalled_guess": "false",
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"facets": {
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"format": "discussion_thread",
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"depth": "standard",
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"evidence": "anecdote",
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"commerciality": "none",
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"topic_group": "retro_computing",
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"technicality": "intermediate",
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"locality": "not_applicable",
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"specific_topics": ["LTO tape", "backups", "archival", "vendors", "pricing"]
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}
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},
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{
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"id": 203,
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"quality": 4,
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"fit": 4
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},
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{
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"id": 204,
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"quality": 12.5,
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"fit": -1,
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"category": "Sports",
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"rationale": "model ignored the rubric ceiling and invented a section here",
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"paywalled_guess": false,
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"facets": "not an object"
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},
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{
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"id": 205,
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"quality": 8.0,
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"category": "Top Stories",
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"rationale": "fit is missing, so this item is unusable"
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},
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{
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"quality": 9.0,
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"fit": 9.0,
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"category": "Top Stories",
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"rationale": "no id at all, unusable"
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},
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"a bare string where an object belongs"
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]
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}
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-32
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{
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"articles": [
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{
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"id": 101,
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"score": 8.5,
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"category": "Tech & Engineering",
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"rationale": "first-hand 40TB Postgres migration with numbers, failures and rollback plan",
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"is_paywalled_guess": false
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},
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{
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"id": 102,
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"score": 3.0,
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"category": "AI & Machine Learning",
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"rationale": "model release announcement, no independent evaluation",
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"is_paywalled_guess": false
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},
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{
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"id": 103,
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"score": 6.5,
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"category": "Boston & Local",
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"rationale": "MBTA slow-zone data analysis with original charts",
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"is_paywalled_guess": false
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},
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{
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"id": 104,
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"score": 5.0,
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"category": "Culture & Essays",
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"rationale": "promising essay on typesetting, body appears truncated",
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"is_paywalled_guess": true
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}
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]
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}
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-35
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{
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"articles": [
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{
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"id": 201,
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"score": 7.0,
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"category": "Science & Space",
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"rationale": "careful write-up of an amateur radio occultation measurement",
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"is_paywalled_guess": false
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},
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{
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"id": "202",
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"score": "6",
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"category": "Niche Corner",
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"rationale": "mailing-list argument about tape drives, oddly gripping",
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"is_paywalled_guess": "false"
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},
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{
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"id": 203,
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"score": 4
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},
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{
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"id": 204,
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"score": 12.5,
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"category": "Top Stories",
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"rationale": "model ignored the rubric ceiling here",
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"is_paywalled_guess": false
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},
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{
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"score": 9.0,
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"category": "Top Stories",
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"rationale": "no id at all, unusable"
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},
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"a bare string where an object belongs"
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]
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}
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