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          "objective": "Scale the French finding to a European pattern",
          "confidence": 70,
          "start_page": 17
        },
        {
          "id": 21,
          "slug": "21-before-after",
          "end_page": 21,
          "evidence": "p.20 'mixed teams remains the most realistic option' → p.21 call-to-actions",
          "position": 6,
          "objective": "Prescribe the mixed-team path and call stakeholders to act",
          "confidence": 68,
          "start_page": 20
        }
      ],
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        {
          "tools": [
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              "confidence": 70
            },
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              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Cover headline states the deck thesis in one sentence",
              "confidence": 75
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          "tools": [
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              "layer": "Slide",
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              "confidence": 80
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Italicized closing line on parity 'driving a better future'",
              "confidence": 70
            },
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              "id": 118,
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              "evidence": "Title 'Why gender parity matters' frames a stance",
              "confidence": 65
            },
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              "layer": "Block",
              "evidence": "Sets situation (crisis) → complication (women hit first) → question framing",
              "confidence": 60
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          ],
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        },
        {
          "tools": [
            {
              "id": 118,
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              "confidence": 90
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            {
              "id": 119,
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              "layer": "Slide",
              "evidence": "Subhead: France ranks better but conditions worsened",
              "confidence": 80
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              "confidence": 65
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            {
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              "confidence": 85
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              "confidence": 75
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              "confidence": 90
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              "evidence": "Callout annotates breakdown of mixed teams (50% parity)",
              "confidence": 70
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              "evidence": "Floating callout box on 2065 bar quoting prior trend",
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              "confidence": 60
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              "confidence": 90
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              "layer": "Slide",
              "evidence": "Title chains cause to consequence: less partnering → less diversity",
              "confidence": 70
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              "evidence": "Title states ratios: '1 in 4' / '1 in 10' women solo/partner",
              "confidence": 90
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Uses ratios (1 in 4) instead of abstract percentages",
              "confidence": 75
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Direct women-vs-men comparison ratios in title",
              "confidence": 70
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title summarises distribution insight (Fashion/Wellness 34%)",
              "confidence": 90
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Bars sorted by women-share, leftmost emphasised",
              "confidence": 70
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Consistent green/grey/blue encoding for women/mixed/men",
              "confidence": 75
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
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              "evidence": "Title quantifies: '+5pp vs. 2021'",
              "confidence": 90
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Opens tale-of-two-worlds loop comparing access by team type",
              "confidence": 65
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 118,
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              "layer": "Slide",
              "evidence": "Title states '€1M lost' and '~x4 gap'",
              "confidence": 90
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Women-only vs men-only gap framed as multiplier",
              "confidence": 70
            }
          ],
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        },
        {
          "tools": [
            {
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              "evidence": "Title states: 'women raise ~3x less than men'",
              "confidence": 90
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Repeated industry-by-industry comparison rows",
              "confidence": 70
            },
            {
              "id": 128,
              "slug": "one-idea-rule",
              "layer": "Slide",
              "evidence": "Dense table funnels to single 3x ratio insight",
              "confidence": 65
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
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              "layer": "Slide",
              "evidence": "Title: 'mixed teams raise ~160% more than being solo'",
              "confidence": 90
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "Title surfaces decision-relevant takeaway for women founders",
              "confidence": 75
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
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              "layer": "Slide",
              "evidence": "Title: '97% of operations do not exceed €15M'",
              "confidence": 90
            },
            {
              "id": 68,
              "slug": "loss-aversion",
              "layer": "Block",
              "evidence": "Frames stakes in terms of capped upside / missing capital",
              "confidence": 60
            }
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          "tools": [
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              "evidence": "Red ratio bubbles (x4.6, x3.3, x4.3, x5.6) pop above bars",
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            },
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              "evidence": "Bubble annotations carry the gap multipliers",
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              "evidence": "Four maturity-stage panels repeat same chart shape",
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              "evidence": "Repositions narrative scope to 2023 European future",
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              "confidence": 80
            },
            {
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              "evidence": "Quote-format slide borrows authority from named voice",
              "confidence": 75
            }
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              "confidence": 80
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              "confidence": 90
            },
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              "evidence": "Calls stakeholders to 'unite and take immediate measures'",
              "confidence": 80
            },
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              "evidence": "Title 'CONCLUSION | Call-to-actions' crystallises the ask",
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            },
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      ],
      "slides_seen": 24,
      "deck_summary": "A textbook BCG research barometer that follows the Consultant's Gambit closely: tight situation->problem->evidence->recommendation flow, with disciplined action titles on nearly every slide and a clean PAS overlay that lets the data agitate before prescribing mixed-team partnering and a stakeholder CTA.",
      "secondary_arcs": [
        {
          "id": 3,
          "slug": "problem-agitate-solution",
          "beats": [
            {
              "name": "Problem (Identify pain)",
              "end_page": 4,
              "evidence": "7% creation / 7% fundraisings / 2% funds raised",
              "position": 1,
              "start_page": 3
            },
            {
              "name": "Agitate (Make it worse)",
              "end_page": 19,
              "evidence": "Trend worsens, gap widens with maturity (x5.6), Europe-wide",
              "position": 2,
              "start_page": 5
            },
            {
              "name": "Solution (Provide relief)",
              "end_page": 21,
              "evidence": "Mixed-team prescription + stakeholder call-to-actions",
              "position": 3,
              "start_page": 20
            }
          ],
          "evidence": "Opening identifies pain (pp.3-4), middle agitates with cascading data of deterioration (pp.5-19), closes on mixed-team solution + CTA (pp.20-21).",
          "confidence": 65
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      ],
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      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "Maturity Curve",
              "slug": "maturity-curve",
              "evidence": "Four startup-age stages (0-3, 3-6, 6-9, >9 yrs) with widening gap",
              "confidence": 65
            }
          ],
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        }
      ]
    },
    "matchedAt": "2026-04-26 20:44:22+00",
    "slidesSeen": 24,
    "deckSummary": "A textbook BCG research barometer that follows the Consultant's Gambit closely: tight situation->problem->evidence->recommendation flow, with disciplined action titles on nearly every slide and a clean PAS overlay that lets the data agitate before prescribing mixed-team partnering and a stakeholder CTA.",
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  },
  "score": {
    "backend": "claude",
    "scoredAt": "2026-05-02 06:45:45.867+00",
    "subScores": {
      "scqa_arc": 70,
      "action_titles": 85,
      "mece_structure": 65,
      "closing_strength": 75,
      "evidence_quality": 88,
      "clarity_of_thesis": 85,
      "production_quality": 75,
      "visual_storytelling": 70
    },
    "totalScore": 76,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "SCQA is recognizable — 2022 crash (S), women-led startups losing ground (C), implicit 'what works' (Q), mixed-teams + SISTA charter (A) — but the methodology insertion at slide 17 and the late European pivot weaken the narrative spine.",
      "action_titles": "Strong action-title density across the deck — most slides assert an insight, e.g. slide 11 'Yet, women-only teams lost €1M of average funding; gap vs. men is twice higher than previous decade (~x4)'; only slides 9, 17, 22 fall back to topic labels.",
      "mece_structure": "Reasonable structure (context → France problem → team trends → funding trends → European pivot → recommendation), but slide 17 (methodology) sits awkwardly mid-deck and slides 4 and 19 partially duplicate the problem framing for France vs. Europe.",
      "closing_strength": "Slides 20–21 deliver an explicit recommendation (gender-mixed teams) and a call to action (sign the SISTA charter), though slide 21's generic 'CONCLUSION | Call-to-actions' title undersells the punch.",
      "evidence_quality": "Nearly every claim is backed by quantified data (3–12 data points/slide), multi-year time series, and slide 18 supplements with VC interview quotes — minimal unsubstantiated assertion.",
      "clarity_of_thesis": "Thesis is declarative and identifiable by slide 4 ('only 7% of creation, 7% of fundraisings, 2% of funds raised'), with slide 1's cover making the argument explicit upfront.",
      "production_quality": "BCG-grade consistency with disciplined footnotes and metric annotations, but several 'overcrowded' slides and weaker section-divider titles (slides 9, 17, 21, 22) lower the polish ceiling.",
      "visual_storytelling": "Charts match messages (stacked bars for composition, grouped bars for gaps, projection on slide 6 for the 'decade lost' point), but 8 of 24 slides are flagged 'overcrowded' (e.g. slides 7, 8, 11, 13, 14) which dilutes single-message clarity."
    },
    "slidesAnalyzed": 24
  },
  "review": {
    "backend": null,
    "verdict": "A title-driven BCG barometer with strong action titles and a real CTA, but a muddled middle and vague closing keep it from being a top Storymakers exemplar - use p.1, p.3-4 and the p.10-16 run as teaching examples for declarative titles, not the overall structure.",
    "reviewedAt": "2026-04-24 14:18:14+00",
    "slidesSeen": 24,
    "suggestions": [
      "Cut or compress p.17-19 into a single bridge slide, or move it before p.3 so context sits in Act 1 and does not interrupt the analytical climb",
      "Add 2-3 pillar divider slides naming the MECE axes (Creation -> Partnering -> Funding -> Scaling) so the audience feels the structure instead of inferring it",
      "Rewrite p.21 as a specific action list (e.g. 'LPs: require gender data; Corporates: co-invest; Founders: mix teams by seed') with owners and milestones rather than a collective exhortation"
    ],
    "closingScore": 70,
    "openingScore": 78,
    "topStrengths": [
      "Cover title is a full thesis sentence, not a topic - rare and well-done (p.1)",
      "Killer-stat density early: 7%/7%/2% and 2065 parity date hit by p.3-4",
      "Action titles carry the argument throughout the analytical middle (p.10-16 each state a specific insight with the delta quantified)",
      "Explicit CTA slide at p.21 closes with a memorable 35% funding-gap number"
    ],
    "topWeaknesses": [
      "p.17-19 re-opens context and re-frames the problem after analysis, breaking the S->C->A->R flow and feeling like two decks stitched together",
      "No section dividers or pillar labels - the MECE split (creation / partnering / funding / maturity) is implicit and the reader must reconstruct it",
      "p.21 CTA is vague ('stakeholders must unite') with no named actions, owners, or timeline - a weak resolution for an otherwise sharp build",
      "p.20 'takeaway' reuses almost verbatim the p.13 title, so the closing insight feels like a recap rather than a new synthesis"
    ],
    "narrativeScore": 72,
    "pillarCritique": "There are no explicit section dividers; the deck relies on slide_type tags (problem_statement -> industry_trends -> financial_analysis -> market_landscape -> key_takeaways). Pillars are discernible but implicit - a reader has to infer the MECE split between creation, partnering, and funding rather than being walked through labeled acts.",
    "closingCritique": "p.20 lands a clear recommendation ('gender-mixed teams remain the most realistic option') and p.21 is an explicit 'Call-to-actions' slide with a 35% funding-gap hook - a real CTA, not an appendix drop. It loses points because the CTA is abstract ('all stakeholders must unite') rather than naming specific actions or owners.",
    "openingCritique": "The cover title itself is a full-sentence thesis ('Women-led startups losing across the board...') and p.3-4 deliver the killer stat (7/7/2% and parity-by-2065) within four slides. Weak spot is p.2, a generic 'Why gender parity matters' context slide that delays the punch rather than front-loading the answer.",
    "extractionSeconds": 57.927628,
    "narrativeCritique": "The deck follows a recognizable S->C->A->R arc: setup (p.2 'why gender parity matters'), complication (p.3-4 headline gap stats), analysis (p.5-16 trend and funding build), resolution (p.20-21 takeaways and call-to-actions). However the arc is muddied by a mid-deck 'reset' on p.17-19 that re-establishes context and re-states the problem after analysis is already done, weakening tension.",
    "titleQualityScore": 82,
    "titleQualityCritique": "Most titles are genuinely declarative and insight-bearing - e.g. p.11 'women-only teams lost 1M of average funding; gap vs. men is twice higher than previous decade (~x4)' and p.16 'The more mature the startup, the wider the financing gap'. Only a handful slip into topic-label mode (p.2 'Why gender parity matters', p.17 'The first SISTA x BCG European barometer', p.21 'CONCLUSION | Call-to-actions')."
  },
  "activistThesis": null,
  "pitchdeck": {
    "metadata": null,
    "profile": null
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        "densityScore": 24,
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