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          "description": "Expert opinions are weighted more heavily - cite credible sources",
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        "evidence": "Callout states the thesis: capital flows but with greater selectivity.",
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              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Highlighted purple lines stand out from grey field.",
              "confidence": 80
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Heatmap intensity encodes percentage magnitude.",
              "confidence": 85
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Darker cells draw the eye to top-driver pairs (US tech 43%).",
              "confidence": 70
            },
            {
              "id": 139,
              "slug": "pre-attentive-attributes",
              "layer": "Slide",
              "evidence": "Color saturation processed instantly to spot strongest drivers.",
              "confidence": 80
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 76,
              "slug": "horizontal-logic",
              "layer": "Loop",
              "evidence": "Loop 2 segments narrative regionally with parallel paragraph blocks.",
              "confidence": 65
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific country shifts (UAE, Saudi, India) anchor the analysis.",
              "confidence": 70
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Cites concrete drivers (semiconductor investment, supply chain) per market.",
              "confidence": 65
            }
          ],
          "page_number": 11
        },
        {
          "tools": [
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Diverging bars contrast 'more optimistic' vs 'more pessimistic'.",
              "confidence": 75
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names UAE, Japan, Canada as top three explicitly.",
              "confidence": 90
            },
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              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Diverging stacked bars suit net-score ranking.",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Purple/grey encode positive vs negative sentiment.",
              "confidence": 80
            }
          ],
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        },
        {
          "tools": [
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              "id": 118,
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              "evidence": "Title: 'China, UAE, Saudi Arabia top three for third consecutive year.'",
              "confidence": 90
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              "evidence": "Ranked horizontal bars for index-score comparison.",
              "confidence": 75
            },
            {
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              "confidence": 75
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        },
        {
          "tools": [
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              "evidence": "Title: 'Thailand and Malaysia climb up the rankings.'",
              "confidence": 90
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              "evidence": "Bump chart used for rank movement over time.",
              "confidence": 80
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              "evidence": "Purple highlights for top-10, grey for the rest.",
              "confidence": 80
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              "layer": "Slide",
              "evidence": "Highlighted lines stand out against faded grey.",
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              "confidence": 85
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              "confidence": 75
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              "evidence": "Title states tech/innovation as 'most important overall factors'.",
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              "evidence": "Distills the report's key finding into one sentence.",
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              "evidence": "Title names UAE, Thailand, Saudi Arabia as top emerging markets.",
              "confidence": 85
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              "layer": "Slide",
              "evidence": "Diverging stacked bars again for net-score ranking.",
              "confidence": 75
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              "evidence": "Purple/grey split mirrors p.12 pattern.",
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        {
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              "evidence": "Ranked horizontal bars for factor-importance comparison.",
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              "evidence": "Purple = governance/regulatory, grey = market/infrastructure.",
              "confidence": 85
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              "evidence": "Top-ranked factor at 18% sits at the visual apex.",
              "confidence": 75
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        {
          "tools": [
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              "slug": "the-turn",
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              "evidence": "Pull quote pivots the deck from data to industrial-policy lens.",
              "confidence": 90
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              "evidence": "'Industrial policy reshapes the investment landscape' titles the section.",
              "confidence": 85
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              "evidence": "Oversized purple pull quote dominates lower half.",
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              "evidence": "Pull quote uses much larger weight/size than body.",
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              "evidence": "Pull quote crystallizes the report's central thesis.",
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              "evidence": "Phrase 'binding investment decisions to government priorities' carries urgency.",
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          "tools": [
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              "evidence": "Title states expectations for tensions, prices, instability.",
              "confidence": 85
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              "evidence": "Grouped bars compare three years of risk perception.",
              "confidence": 75
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              "evidence": "Year-by-year color separation aids longitudinal read.",
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              "evidence": "Title frames duality: opportunities in policy while bracing for risk.",
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              "evidence": "Grouped Likert bars for sentiment across policy tools.",
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              "evidence": "Likert-scale color ramp encodes agreement levels.",
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              "evidence": "Loop 6 builds the preparedness pattern from CEO and operational signals.",
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              "evidence": "Title: 'Investors believe they are prepared for a new era of industrial policy.'",
              "confidence": 80
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        },
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              "evidence": "Title: structural adjustments preferred over blunt price hikes.",
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        },
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              "evidence": "Slide is structured entirely around 'so what should you do' answers.",
              "confidence": 80
            },
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              "evidence": "Final paragraph delivers a vision-cast close on a fragmented economy.",
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            }
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      ],
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      "deck_summary": "Strong analyst-style alignment with Storymakers: nearly every chart slide carries an action title, color is used as a meaning-bearing signal, and the deck pivots cleanly from facts to industrial-policy implications to recommendations. Weakness: front matter and conclusion under-exploit story moments and there is no explicit problem-solution beat.",
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            },
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            },
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            },
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              "evidence": "Conclusion translates findings into four strategic moves.",
              "position": 5,
              "start_page": 28
            }
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          "evidence": "Deck progressively peels from surface rankings to driver heatmaps to industrial-policy core to preparedness gap.",
          "confidence": 55
        }
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    "deckSummary": "Strong analyst-style alignment with Storymakers: nearly every chart slide carries an action title, color is used as a meaning-bearing signal, and the deck pivots cleanly from facts to industrial-policy implications to recommendations. Weakness: front matter and conclusion under-exploit story moments and there is no explicit problem-solution beat.",
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  "score": {
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    "scoredAt": "2026-05-02 10:16:44.025+00",
    "subScores": {
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      "clarity_of_thesis": 74,
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      "visual_storytelling": 78
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    "totalScore": 73,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "The arc establishes the FDI situation and uncertainty in slides 3-6, develops the complication around geopolitical risk and industrial policy in slides 19-27, and answers with implications on slide 28, but much of the middle reads as a survey-results dump.",
      "action_titles": "Most analytical pages use insight-bearing titles, especially after slide 7, but early and figure-labeled pages dilute consistency; example: slide 18, \"Technological and innovation capabilities are seen as the most important factors in determining investment intentions.\"",
      "mece_structure": "The deck has a sensible progression from global rankings to emerging markets, investment drivers, industrial policy, and implications, but the rankings, optimism, and driver sections overlap and are not framed as a fully MECE issue tree.",
      "closing_strength": "Slide 28 provides a clear conclusion and business implications around strategic positioning and foresight, but it stops short of a sharp recommendation, decision ask, or sequenced next steps.",
      "evidence_quality": "Claims are usually backed by survey figures, rankings, heatmaps, longitudinal comparisons, and footnoted charts across slides 7-27, with only the executive-summary and bridge pages leaning more on synthesis.",
      "clarity_of_thesis": "The core thesis is visible by slides 1, 3, and 5 as capital still flowing but becoming more selective and strategically aligned, though it is spread across summary prose rather than stated as one crisp claim.",
      "production_quality": "Production is professional with consistent charting and frequent footnotes, but action-title discipline is uneven on slides 2, 4, 6, 9, 11, and 15, and several pages are marked dense or overcrowded.",
      "visual_storytelling": "The deck generally matches visuals to messages with rank charts, bump charts, heatmaps, and bar charts on slides 7-15 and 17-27, though several dense text bridges and overcrowded charts reduce narrative punch."
    },
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  "review": {
    "backend": null,
    "verdict": "A competent analytical research report with disciplined action titles in the rankings sections, but it under-delivers as a Storymakers exemplar because the recommendation collapses into one generic slide and the pillars are never named — use the rankings build (pp.6-14) as a teaching example, not the overall arc.",
    "reviewedAt": "2026-04-25 01:47:05+00",
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    "suggestions": [
      "Replace p.28 with a 3-pillar 'so what' slide: ranked recommendations for (a) where to deploy capital, (b) how to read industrial policy signals, (c) which capabilities to build — each tied back to a body-section finding",
      "Insert 3-4 explicit pillar dividers ('Where capital is flowing', 'Why industrial policy is the new variable', 'How prepared investors actually are') and prune the redundant context slides on pp.3-4 and p.10",
      "Rewrite topic-label titles into insight statements: p.6 'Rankings' → 'US holds #1 for the 14th year, but the top 10 is reshuffling around middle powers'; pp.9/15 should name the dominant pattern in the heatmap, not the figure number"
    ],
    "closingScore": 38,
    "openingScore": 68,
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      "Lead stat ('88 percent of investors plan to increase FDI', p.5) is surfaced in the opening 5 slides — the answer is offered before the analysis",
      "Industrial-policy build (pp.19-24) is internally coherent: stakes (262% rise in interventions) → importance (84%) → tool ranking → predictability principle"
    ],
    "topWeaknesses": [
      "Resolution is one thin slide (p.28) with a platitude callout — no ranked implications, no audience-specific 'so what'",
      "Visible duplication of headline message: 'Technological and innovation capabilities are the most important factor' is asserted on pp.4, 16, 18 without escalation, and pp.22/24 use the action title verbatim as the callout",
      "No section dividers / explicit pillars — the deck reads as a sequence of charts rather than a structured argument with named acts",
      "Some titles are figure captions rather than insights (pp.9, 15), forcing the reader to derive the takeaway from the chart"
    ],
    "narrativeScore": 58,
    "pillarCritique": "No explicit section dividers — p.10 reuses the cover title as a soft divider but doesn't name a pillar. The implicit pillars (developed-market rankings, emerging-market rankings, industrial policy, investor readiness) are coherent but not signposted as MECE.",
    "closingCritique": "Closes with a single 'Conclusion and business implications' slide (p.28) carrying only a generic line ('FDI success will depend on strategic positioning'); no prioritized recommendations, no next-steps for the investor reader, and then it drops straight into authors/appendix.",
    "openingCritique": "The thesis of 'recalibration toward innovation hubs amid geopolitical tension' is stated on p.1 and reinforced on pp.3-5 with the 88% headline stat — a decent lead-with-the-answer move — but the run of cover→council→exec summary→exec summary→index intro is redundant and slow.",
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    "narrativeCritique": "Reads as an analytical research report (rankings → industrial policy → preparedness) rather than a SCQA-shaped argument; the 'complication' (geopolitical tension, industrial policy resurgence) only surfaces clearly at p.19, and the resolution collapses into a single generic conclusion on p.28.",
    "titleQualityScore": 66,
    "titleQualityCritique": "A solid majority are declarative action titles (p.8 'Middle powers Singapore and Saudi Arabia ascend to the top 10', p.21 'Investors see opportunities in industrial policy while bracing for risk'), but several regress to topic labels or raw figure captions (p.6 'Rankings', p.9/p.15 'Figure 3/7: Survey respondents identify...', p.28 'Conclusion and business implications')."
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  "arcBeats": [
    {
      "from": 5,
      "to": 18,
      "label": "The Facts (What)",
      "description": "Rankings, bump charts, heatmaps and driver bars present the quantitative findings."
    },
    {
      "from": 19,
      "to": 27,
      "label": "The Implications (So What)",
      "description": "Pull quote on p.19 pivots to industrial policy as the lens for what the data means."
    },
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      "to": 28,
      "label": "The Action (Now What)",
      "description": "Conclusion lists four explicit recommendations for businesses and investors."
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  ],
  "loops": [
    {
      "from": 5,
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      "label": "Pattern Hunter",
      "description": "Establish where global capital is flowing in 2026"
    },
    {
      "from": 10,
      "to": 15,
      "label": "Segmentation Split",
      "description": "Show how emerging markets behave as a distinct segment"
    },
    {
      "from": 16,
      "to": 18,
      "label": "Aha Moment",
      "description": "Reveal tech & innovation as the #1 FDI driver"
    },
    {
      "from": 19,
      "to": 21,
      "label": "Why Now",
      "description": "Justify focus on industrial policy as the present urgency"
    },
    {
      "from": 22,
      "to": 24,
      "label": "Pattern Hunter",
      "description": "Prove industrial policy is universally material to FDI"
    },
    {
      "from": 25,
      "to": 27,
      "label": "Pattern Hunter",
      "description": "Show how investors are responding to the new policy era"
    }
  ]
}