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      "deck_summary": "BCG research deck loosely follows The Onion arc, peeling layers from labor-market context to demographic, industry and role drivers; strong action titles, small-multiples and contrast pairs, but no consultant's-gambit recommendation or next-steps beat.",
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      "action_titles": "8 of 9 slides carry insight-bearing action titles, e.g. slide 8 'Attrition risk is significantly higher for workers who feel their income is insufficient'; only slide 9 ('Respondent overview') is a topic label.",
      "mece_structure": "Sections are not formally labeled and there is overlap between retention-driver slides (2, 3, 8) without a clear MECE framework grouping diagnosis vs. levers.",
      "closing_strength": "Deck ends with a methodology/respondent-overview slide (s9); there is no recommendation, call to action, or 'so what' synthesis.",
      "evidence_quality": "Every claim is backed by survey data (n=764) with footnotes and concrete metrics on every slide; no unsupported assertions observed.",
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      "Group pp.3-8 under explicit MECE pillars — e.g. 'Who is at risk' (demographics, industry), 'Why they disengage' (manager gap, task enjoyment), 'What tips them over' (income) — with divider slides",
      "Move p.9 methodology to a true appendix and replace the closing slide with a one-line thesis recap plus call to action",
      "Rewrite p.7 title to state the actual insight from the '18' metric rather than a generic aphorism"
    ],
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    "openingScore": 72,
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      "Each analytical slide is anchored to a concrete metric (-62%, 64%, 41%, +27%, +86%), giving the diagnosis quantitative backbone"
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      "No MECE pillar structure or section dividers — pp.3-8 feel like a findings dump rather than grouped arguments (who is at risk / where / why)",
      "p.7 title ('Not every minute of every day needs to be enjoyable') is a throwaway aphorism, not an insight tied to the retention thesis",
      "p.9 'Respondent overview' is a topic label and lands as the final impression instead of a thesis recap"
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    "titleQualityCritique": "Most titles are genuinely declarative and insight-bearing — e.g. p.5 'Individual contributors feel significantly less connected and supported than managers' and p.8 'Attrition risk is significantly higher for workers who feel their income is insufficient' — though p.4 ('enjoyment varies across industries') and p.9 ('Respondent overview') lapse into topic labels."
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          "text": "HISTORICAL JOB VACANCY TO SEEKER RATIO,¹ 2002–2023",
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