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              "evidence": "Frames Bayer as the established/credible authority in the category.",
              "confidence": 68
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific FY2023 sales/cEBITDA in €bn and 4-year growth rates 1-4% / 7% / 6% / 10%.",
              "confidence": 85
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states intent: 'Extending Our Leadership Position Through Our Pipeline'.",
              "confidence": 90
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Center of donut surfaces the headline figure '>€32bn Peak Sales Potential'.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Each donut wedge has labelled callouts (Corn S&T ~€11bn, Soy ~€5bn, etc.) with starred blockbusters.",
              "confidence": 85
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Central €32bn dominates; segment values radiate; supporting text at base.",
              "confidence": 78
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Pipeline value broken into 6 named chunks instead of one undifferentiated number.",
              "confidence": 70
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Donut segments (Corn S&T / Soy S&T / Herb / Fung / Insect / Other) form non-overlapping, exhaustive split of PSP.",
              "confidence": 78
            }
          ],
          "page_number": 7
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Annual Portfolio Refresh Provides Foundation for Growth' carries the so-what.",
              "confidence": 88
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Big green/blue cardinal numbers (~400-500, >400, 6, 6, ~90-100, >190) outweigh captions.",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Hard counts: 400-500 hybrids/yr, >400 launched 2023, ~90-100 formulations next decade, >190 registrations 2023.",
              "confidence": 88
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Two-column layout: Annual Seed Germplasm Refresh (left) vs Crop Protection Life-Cycle Mgmt (right).",
              "confidence": 80
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 118,
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              "layer": "Slide",
              "evidence": "Title 'Accelerating Genetic Gain with Precision Breeding' is action-oriented.",
              "confidence": 88
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            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Four parallel image+caption columns (Fieldview / Seed Chipping / Marana / Cassette Planter).",
              "confidence": 85
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              "layer": "Slide",
              "evidence": "'Breeding cycle 5-6 years to ~4 months' and 'Doubling Genetic Gain by 2030' are specific.",
              "confidence": 85
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            {
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              "evidence": "Green pill banner + circular emphasis bubbles draw eye to key claims.",
              "confidence": 72
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              "layer": "Loop",
              "evidence": "Four capability stages flow Customer Insights → Genomics → Breeding → Digital Field Twin.",
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        {
          "tools": [
            {
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              "evidence": "Title 'Preceon Smart Corn System to Transform Corn Production' states the impact.",
              "confidence": 90
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              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Photo overlaid with two labelled height-flags: 'Preceon Smart Corn <7ft' vs 'Traditional Corn 9-12ft'.",
              "confidence": 88
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              "layer": "Slide",
              "evidence": "Callout '>80% growers in trials would plant Preceon Smart Corn again' is third-party validation.",
              "confidence": 85
            },
            {
              "id": 154,
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              "layer": "Slide",
              "evidence": "Quantified: >€1.5bn PSP, >220m acre potential, 365 growers, >30k acres, Phase IV.",
              "confidence": 88
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Wide field photo with sky anchors a tangible product moment.",
              "confidence": 60
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          ],
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        {
          "tools": [
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              "layer": "Slide",
              "evidence": "Title quantifies the prize: 'Next Gen Soybean Traits Driving >€3bn Peak Sales Potential'.",
              "confidence": 90
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific traits and stages: HT4 Phase 4, IP3 Phase 3, HT5/IP4 next decade, >80% Brazil share.",
              "confidence": 85
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Two big circular HT4/IP3 badges with Phase indicators dominate the eye.",
              "confidence": 75
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
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              "layer": "Slide",
              "evidence": "Title 'New Production Systems for the World's Largest Crops' carries scope.",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specifics: ~€700m PSP wheat, 16% lower costs, 40% water reduction, 50% labor reduction, 45% CO2, 85% methane.",
              "confidence": 82
            },
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Inset 'Our Vision' callout with farm photo plays as a vision moment beside the technical claims.",
              "confidence": 60
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Slide split into Resilient Hybrid Wheat (left) vs Sustainable Direct-Seeded Rice (right).",
              "confidence": 78
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'CropKey Approach to Open Uncharted MoA & Chemical Spaces' positions the program.",
              "confidence": 85
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Long green time-arrow with three big year labels (2023 / 2030 / 2040+) anchors the eye.",
              "confidence": 78
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": ">30 molecular targets, >10 validated, >5 modalities, >€750m + >€200m PSPs cited.",
              "confidence": 80
            },
            {
              "id": 86,
              "slug": "causal-chain",
              "layer": "Loop",
              "evidence": "Timeline arrow links 2023 'Opening doors' → 2030 'New keys' → 2040+ 'Set of keys'.",
              "confidence": 78
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Three explicit time-horizon columns (2023 / 2030 / 2040+) along the arrow.",
              "confidence": 75
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Biologicals Market Expected to More than Double to €30bn by 2035' is an insight headline.",
              "confidence": 90
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific: €12bn 2022 → €30bn 2035, 7% market CAGR, Bayer 17% CAGR €200m → >€1.5bn.",
              "confidence": 88
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Stacked bars on left and bold €200m / €1.5bn / 17% on right dominate.",
              "confidence": 75
            },
            {
              "id": 102,
              "slug": "goal-gradient-effect",
              "layer": "Loop",
              "evidence": "Frames a 13-year growth path with explicit progress markers (CAGR arrows).",
              "confidence": 60
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Two-panel split: Global Biologicals Market (left) vs Bayer Biologicals Opportunity (right).",
              "confidence": 70
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Data and Digital are Anchors for the Pathway to Regenerative Ag' takes a position.",
              "confidence": 85
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Four labeled image+caption tiles: Data Collection / Analysis / Recommendation / New Value Streams.",
              "confidence": 85
            },
            {
              "id": 154,
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              "layer": "Slide",
              "evidence": "Concrete reach: '+250M acres in 23 countries' from FieldView digital farming.",
              "confidence": 78
            },
            {
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              "slug": "causal-chain",
              "layer": "Loop",
              "evidence": "Stepwise process Collection → Analysis → Recommendation → Value Streams flows left-to-right.",
              "confidence": 80
            }
          ],
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        },
        {
          "tools": [
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              "evidence": "Title 'Broadening our Reach To Shape Regenerative Ag on >400m Acres' is a vision headline.",
              "confidence": 88
            },
            {
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              "layer": "Slide",
              "evidence": "Reach quantified: ~340m acres today → >400m acres by mid-next-decade.",
              "confidence": 82
            },
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              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Large green world map with four farmer portraits dominates the right side.",
              "confidence": 75
            },
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              "layer": "Slide",
              "evidence": "Functions as the closing Vision moment of the deck — global reach + 're-generating growth' tag.",
              "confidence": 65
            }
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        },
        {
          "tools": [
            {
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              "layer": "Slide",
              "evidence": "Title labels content as 'Crop Science: Seed & Traits and Digital R&D Pipeline'.",
              "confidence": 70
            },
            {
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              "layer": "Slide",
              "evidence": "Four phase columns × three crop rows form a grid of comparable cells.",
              "confidence": 90
            },
            {
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              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Right gutter calls out PSP per row (~€11bn / ~€5bn / ~€5bn) summing to ~€21bn.",
              "confidence": 78
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Phase I-IV columns are exclusive stages; Corn / Soy / Vegetables&Other rows partition the portfolio.",
              "confidence": 85
            }
          ],
          "page_number": 18
        },
        {
          "tools": [
            {
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              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Topic-style title naming the Crop Protection R&D Pipeline as of March 2024.",
              "confidence": 65
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Same Phase I-IV grid pattern as p18 applied to herbicides/fungicides/insecticides/biologicals.",
              "confidence": 88
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Phase columns × chemistry rows cover the CP pipeline without overlap.",
              "confidence": 80
            }
          ],
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        }
      ],
      "slides_seen": 20,
      "deck_summary": "A polished IR/conference handout that broadly tracks the Consultant's Gambit (challenge → leadership context → pipeline solution → quantified evidence → regen-ag impact) and is rich on action-titled slides, MECE pipeline breakdowns and side-by-side contrast pairs — but skips a sharp single Complication moment and leans on proprietary R&D frameworks rather than canonical consulting ones.",
      "secondary_arcs": [
        {
          "id": 7,
          "slug": "sparkline",
          "beats": [
            {
              "name": "What Is",
              "end_page": 3,
              "evidence": "Current food/climate stress framed as today's problem",
              "position": 1,
              "start_page": 3
            },
            {
              "name": "What Could Be",
              "end_page": 5,
              "evidence": "Vision pillars + market doubling to €200bn",
              "position": 2,
              "start_page": 4
            },
            {
              "name": "What Is",
              "end_page": 6,
              "evidence": "Today's #1 leadership and €23.3bn FY23 sales baseline",
              "position": 3,
              "start_page": 6
            },
            {
              "name": "What Could Be",
              "end_page": 13,
              "evidence": "Pipeline future PSP and CropKey 2023→2040 horizon",
              "position": 4,
              "start_page": 7
            },
            {
              "name": "New Bliss",
              "end_page": 16,
              "evidence": "Regen ag on >400m acres with biologicals + data backbone",
              "position": 5,
              "start_page": 14
            }
          ],
          "evidence": "Repeatedly oscillates between 'what is' (current market sizes, current leadership, current trial state) and 'what could be' (€200bn 2030, €32bn pipeline PSP, 400m acres, €30bn biologicals).",
          "confidence": 55
        }
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              "evidence": "Donut titled 'Bayer Crop Science R&D Pipeline' with €32bn Peak Sales Potential at center.",
              "confidence": 80
            }
          ],
          "page_number": 7
        },
        {
          "frameworks": [
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              "name": "CropKey Approach",
              "slug": "cropkey-approach",
              "evidence": "Slide explicitly labels 'CropKey Approach' across a 2023-2030-2040+ horizon arrow.",
              "confidence": 82
            }
          ],
          "page_number": 13
        },
        {
          "frameworks": [
            {
              "name": "Climate FieldView",
              "slug": "climate-fieldview",
              "evidence": "Logo and claim '+250M acres in 23 countries' anchor the digital pathway diagram.",
              "confidence": 78
            }
          ],
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        },
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              "name": "R&D Phase-Gate Pipeline (Phase I-IV)",
              "slug": "rd-phase-gate-pipeline",
              "evidence": "Columns labeled Phase I / II / III / IV with PSP totals — pharma-style stage-gate.",
              "confidence": 88
            }
          ],
          "page_number": 18
        },
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          "frameworks": [
            {
              "name": "R&D Phase-Gate Pipeline (Phase I-IV)",
              "slug": "rd-phase-gate-pipeline",
              "evidence": "Same Phase I-IV stage-gate grid applied to Crop Protection chemistries.",
              "confidence": 88
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    "matchedAt": "2026-04-27 04:49:39+00",
    "slidesSeen": 20,
    "deckSummary": "A polished IR/conference handout that broadly tracks the Consultant's Gambit (challenge → leadership context → pipeline solution → quantified evidence → regen-ag impact) and is rich on action-titled slides, MECE pipeline breakdowns and side-by-side contrast pairs — but skips a sharp single Complication moment and leans on proprietary R&D frameworks rather than canonical consulting ones.",
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  "score": {
    "backend": "claude",
    "scoredAt": "2026-05-02 13:38:18.463+00",
    "subScores": {
      "scqa_arc": 60,
      "action_titles": 75,
      "mece_structure": 65,
      "closing_strength": 45,
      "evidence_quality": 78,
      "clarity_of_thesis": 62,
      "production_quality": 78,
      "visual_storytelling": 75
    },
    "totalScore": 68,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "Situation (slide 3) and Answer (pipeline, slides 7-16) are clear, but Complication is implicit and the Question is never explicitly posed — closer to analytical layering than a story arc.",
      "action_titles": "Strong action-title density (~14/20 slides), with declarative examples like 'Biologicals Market Expected to More than Double to €30bn by 2035' (slide 14) and 'Ag Input Market Growing Over Two Percent to Meet Demand' (slide 5).",
      "mece_structure": "Sections flow problem → vision → market → pipeline → specific bets → digital, but market-sizing recurs across slides 5, 7, and 14 and pipeline content overlaps with appendix slides 18-19.",
      "closing_strength": "Last content slide (16) is an aspirational acreage target; there is no explicit recommendation, ask, or next-steps slide before the appendix divider (slide 17) and resource pointer (slide 20).",
      "evidence_quality": "Most claims are anchored in numbers (€32bn PSP, 17% CAGR, >400m acres, >80% trial repeat rate) and footnoted; very few unsupported assertions across slides 3-16.",
      "clarity_of_thesis": "Slides 3-4 frame a 2030 challenge and Bayer's vision but no single declarative thesis appears in the first 5 slides — the argument is assembled cumulatively rather than stated upfront.",
      "production_quality": "Consistent action-title + callout + footnote pattern, branded layouts, and disciplined metric tiles across slides 3-16; one density issue on slide 13 (timeline marked overcrowded).",
      "visual_storytelling": "Tooling generally fits the message: donut charts for market sizing (5, 7), comparative photo for Preceon corn height (slide 10), process flow + circular outcome for digital ag (slide 15); slide 13 flagged as overcrowded."
    },
    "slidesAnalyzed": 20
  },
  "review": {
    "backend": null,
    "verdict": "A solid investor-conference handout with strong quantified action titles and a clear opening hook, but it tails off into appendix without an explicit recommendation — use the title craft as an exemplar, not the overall arc.",
    "reviewedAt": "2026-04-24 17:13:53+00",
    "slidesSeen": 20,
    "suggestions": [
      "Insert a synthesis/recommendation slide at p.17 summarizing the three growth engines and the implied investor thesis before the appendix",
      "Add 2–3 pillar dividers labeling the MECE sections (e.g. Core Portfolio, Breakthrough Pipeline, Regenerative Platform) to expose the architecture",
      "Rewrite topic-label titles like slide 6 into declarative form (e.g. '23.3% Share Makes Bayer the #1 Crop Science Player, Growing 4 Years Running')"
    ],
    "closingScore": 58,
    "openingScore": 78,
    "topStrengths": [
      "Quantified action titles throughout the body (slides 9, 11, 14) state the insight in the headline rather than the chart",
      "Consistent use of pull-quote callouts that reinforce or extend the title (e.g. slide 9 callout '5-6 years to ~4 months')",
      "Clear stake-setting opener on slide 3 anchoring the deck in a 2030 macro challenge"
    ],
    "topWeaknesses": [
      "No explicit recommendation or 'ask' slide before the appendix — slide 16 is the de facto close and it is aspirational, not directive",
      "Absence of section dividers means viewers cannot see the MECE pillars (core, pipeline, digital, regenerative) at a glance",
      "Slide 6 title 'The Established Leader in Crop Science' is a topic label, weak relative to its neighbors"
    ],
    "narrativeScore": 72,
    "pillarCritique": "There are no explicit section dividers — the deck flows as a continuous topic stream from market → pipeline → digital → appendix, so MECE structure must be inferred. Adding 2–3 pillar dividers (e.g. 'Core Growth', 'Breakthrough Innovation', 'Regenerative Platform') would clarify the architecture.",
    "closingCritique": "The narrative ends on slide 16 with an aspirational reach metric ('>400m acres') but no explicit call to action, recommendation, or investor ask; slides 17–20 are pure appendix dumps of pipeline tables. A close with a crisp 'why-back-us' summary is missing.",
    "openingCritique": "Slide 3 'The 2030 Challenge: Producing More with Less in a Changing Climate' is a strong stake-setting hook, and slide 4 frames Bayer's vision as the answer — the thesis is visible within the first 4 pages. It would score higher if slide 3 carried a quantified BHAG instead of a thematic title.",
    "extractionSeconds": 79.05706,
    "narrativeCritique": "The deck follows a recognizable S→C→A→R arc: 2030 food challenge (S), Bayer's vision and market position (C), pipeline/innovation evidence (A), and a regenerative-ag aspiration close (R). However the 'resolution' lands as another aspirational vista (>400m acres) rather than an explicit recommendation or ask, weakening the resolution beat.",
    "titleQualityScore": 76,
    "titleQualityCritique": "Most titles are declarative and insight-bearing, e.g. 'Biologicals Market Expected to More than Double to €30bn by 2035' and 'Accelerating Breeding Cycle from 5-6 years to ~4 months' — strong action titles. A few revert to topic labels ('The Established Leader in Crop Science', 'Appendix') and dilute the standard."
  },
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            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
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          "agents": [
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          "evidence": "Title states intent: 'Extending Our Leadership Position Through Our Pipeline'.",
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          "evidence": "Each donut wedge has labelled callouts (Corn S&T ~€11bn, Soy ~€5bn, etc.) with starred blockbusters.",
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          "evidence": "Center of donut surfaces the headline figure '>€32bn Peak Sales Potential'.",
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