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        {
          "id": 27,
          "slug": "27-cost-of-inaction",
          "end_page": 20,
          "evidence": "p.18 55% capital from abroad, p.19 competitors doubling down, p.20 'valleys of death' across all 5 dimensions.",
          "position": 4,
          "objective": "Escalate stakes by exposing gaps and competitor pressure",
          "confidence": 82,
          "start_page": 18
        },
        {
          "id": 47,
          "slug": "47-quick-win-big-bet",
          "end_page": 24,
          "evidence": "p.22 stakeholder action grid, p.23 three big actions, p.24 deep-dive on demonstration projects.",
          "position": 5,
          "objective": "Sequence recommendations into stakeholder actions and three priority bets",
          "confidence": 78,
          "start_page": 22
        }
      ],
      "slide_tools": [
        {
          "tools": [
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Title: 'Three chapters' establishes a tripartite structure.",
              "confidence": 90
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Agenda chunks the report into three digestible sections.",
              "confidence": 75
            }
          ],
          "page_number": 3
        },
        {
          "tools": [
            {
              "id": 226,
              "slug": "social-validation",
              "layer": "Slide",
              "evidence": "Quote slide aggregating voices of corporates, investors and policy-makers.",
              "confidence": 78
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Cites stakeholder authorities as warrant for the brief.",
              "confidence": 65
            }
          ],
          "page_number": 4
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the insight: 'Canada plans dramatic cuts in GHG emissions'.",
              "confidence": 92
            },
            {
              "id": 65,
              "slug": "scarcity",
              "layer": "Block",
              "evidence": "Callout 'TIME IS OF THE ESSENCE' frames the time-window scarcity.",
              "confidence": 88
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Time-pressure language and emissions-trajectory chart create urgency.",
              "confidence": 70
            },
            {
              "id": 68,
              "slug": "loss-aversion",
              "layer": "Block",
              "evidence": "Frames stakes as failure to hit Net Zero targets.",
              "confidence": 60
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quotes the headline statistic '50% of solutions are not ready'.",
              "confidence": 92
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Each waterfall bar labelled with %: 12%, 40%, 23%, 20%, 5%.",
              "confidence": 88
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Mature stages in grey vs 'under development' enclosed in highlighted box.",
              "confidence": 78
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Orange 'under development' bars contrast against grey mature/market segments.",
              "confidence": 75
            }
          ],
          "page_number": 7
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states action: cycles 'need to accelerate rapidly'.",
              "confidence": 92
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Multiple horizontal bars per technology compared on common timeline 1950-2030.",
              "confidence": 80
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Climate tech examples vs past historical examples shown as parallel rows.",
              "confidence": 72
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Callout: 'Canada does not have time to wait... must learn in parallel'.",
              "confidence": 60
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 118,
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              "layer": "Slide",
              "evidence": "Title declares insight: 'rising to the challenge, attracting growing investment'.",
              "confidence": 90
            },
            {
              "id": 138,
              "slug": "annotation",
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              "evidence": "Investment growth labelled $2,371M with explicit '4x' growth call-out in body.",
              "confidence": 80
            },
            {
              "id": 177,
              "slug": "bandwagon-effect",
              "layer": "Slide",
              "evidence": "Funding quadrupling 2017-2022 framed as momentum to join.",
              "confidence": 70
            },
            {
              "id": 102,
              "slug": "goal-gradient-effect",
              "layer": "Loop",
              "evidence": "Showing acceleration toward an attractive position.",
              "confidence": 60
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          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title asserts 'impressive early position in select emerging sectors'.",
              "confidence": 90
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout pinpoints '4-13% global share' across multiple sub-sectors.",
              "confidence": 78
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title declares the framework: '5 success dimensions'.",
              "confidence": 92
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Five distinct, non-overlapping pillars: Foster Talent / Develop IP / Create Ventures / Scale Impact / Produce Champions.",
              "confidence": 85
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Each dimension uses a pictogram (mortar-board, test tube, lightbulb, dollar, building) as visual metaphor.",
              "confidence": 80
            },
            {
              "id": 18,
              "slug": "issue-tree",
              "layer": "Block",
              "evidence": "Pillars sit on 'Ecosystem' & 'Foundation' base — hierarchical decomposition.",
              "confidence": 70
            },
            {
              "id": 39,
              "slug": "benchmark-gap",
              "layer": "Loop",
              "evidence": "Anchors the loop that benchmarks Canada vs peers across these 5 dimensions.",
              "confidence": 80
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title commits to verdict: 'Canada has a very strong talent base'.",
              "confidence": 92
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "62% post-secondary stat surfaced and called out vs. peer countries.",
              "confidence": 80
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Canada is a laggard in R&D investment - driven by low corp. spend'.",
              "confidence": 92
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "0.7K stat highlighted; ranking 'second-to-last' called out in body.",
              "confidence": 78
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Use of 'laggard' framing rather than neutral 'below average'.",
              "confidence": 60
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states ranking insight: Canada 'a leader in generating climate tech startups'.",
              "confidence": 92
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "454 startups, '12 per million', third-place callout.",
              "confidence": 78
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states gap: 'Canadian climate techs trail peers in later-stage funding'.",
              "confidence": 92
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Canada bar (3%/4%/7%) highlighted in orange against peer rankings.",
              "confidence": 88
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Canada row coloured orange to stand out from blue peer bars.",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Side panel splits 'Strengths' from 'Challenges' to frame chart.",
              "confidence": 72
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Many Canadian startups are emerging as global champions'.",
              "confidence": 90
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout names sectors of Canadian strength.",
              "confidence": 70
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states problem: investors and corporates 'are missing an opportunity'.",
              "confidence": 92
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "55% statistic highlighted with 'Over half... comes from abroad' callout.",
              "confidence": 80
            },
            {
              "id": 68,
              "slug": "loss-aversion",
              "layer": "Block",
              "evidence": "Framed as a missed/foregone opportunity.",
              "confidence": 65
            }
          ],
          "page_number": 18
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'competitors are doubling down on climate tech'.",
              "confidence": 92
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Grid of country flags + named programmes (IRA, Catapult, Norway, Denmark) repeated across the 5 dimensions.",
              "confidence": 85
            },
            {
              "id": 226,
              "slug": "social-validation",
              "layer": "Slide",
              "evidence": "Lists what 'everyone else' is doing to pressure Canada to act.",
              "confidence": 72
            },
            {
              "id": 65,
              "slug": "scarcity",
              "layer": "Block",
              "evidence": "Window-of-opportunity narrative reinforced with $450B competitor commitments.",
              "confidence": 65
            }
          ],
          "page_number": 19
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Canadian scale ups face real valleys of death'.",
              "confidence": 92
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Explicit 'valleys of death' metaphor labelled three times beneath the framework.",
              "confidence": 90
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Orange 'PAIN POINT' boxes pop against neutral capability boxes.",
              "confidence": 85
            },
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Designed as the 'shock' moment where pain points crystallise.",
              "confidence": 70
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Death imagery skull pictogram and visceral language.",
              "confidence": 70
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'clear action items for ecosystem participants'.",
              "confidence": 92
            },
            {
              "id": 14,
              "slug": "stakeholder-mapping",
              "layer": "Block",
              "evidence": "Three explicit columns: Corporates / Investors / Government with tailored actions.",
              "confidence": 90
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Three numbered actions per stakeholder column.",
              "confidence": 85
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Recommendations chunked into digestible 3x3 grid.",
              "confidence": 75
            }
          ],
          "page_number": 22
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'three actions Canadians leaders must drive together'.",
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              "id": 16,
              "slug": "three-pillars",
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              "evidence": "Numbered pillars 1/2/3 labelled 'Critical prerequisites', 'Double down', 'New approaches'.",
              "confidence": 92
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Explicit three-action structure used as recommendation backbone.",
              "confidence": 88
            },
            {
              "id": 98,
              "slug": "callback",
              "layer": "Loop",
              "evidence": "Reuses the 5-dimension framework + adds 'Mainstream adoption' as callback.",
              "confidence": 75
            }
          ],
          "page_number": 23
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
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              "evidence": "Title states the action: 'New approaches to driving at-scale demonstration projects'.",
              "confidence": 80
            }
          ],
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        },
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          "tools": [
            {
              "id": 124,
              "slug": "closing-techniques",
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              "evidence": "Slide titled 'Our Conclusion' with explicit call-to-arms callout.",
              "confidence": 85
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Language: 'within Canada's grasp now... will require deeper commitment'.",
              "confidence": 70
            },
            {
              "id": 65,
              "slug": "scarcity",
              "layer": "Block",
              "evidence": "Reinforces 'now or never' framing in closing.",
              "confidence": 60
            }
          ],
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        }
      ],
      "slides_seen": 26,
      "deck_summary": "Textbook BCG Consultant's Gambit nested in a Triple Take spine: situation/problem (climate tech urgency) -> a custom 5-success-dimension benchmark -> three priority actions, with consistent action titles, stakeholder mapping and a strong 'valleys of death' shock moment that aligns tightly with Storymakers practice.",
      "secondary_arcs": [
        {
          "id": 11,
          "slug": "triple-take",
          "beats": [
            {
              "name": "The Facts (What)",
              "end_page": 10,
              "evidence": "Section 1 lays out climate tech facts, emissions targets, Canadian momentum.",
              "position": 1,
              "start_page": 5
            },
            {
              "name": "The Implications (So What)",
              "end_page": 20,
              "evidence": "Section 2 benchmarks reveal gaps, valleys of death and missed opportunity.",
              "position": 2,
              "start_page": 11
            },
            {
              "name": "The Action (Now What)",
              "end_page": 25,
              "evidence": "Section 3 prescribes ecosystem actions and three superpower priorities.",
              "position": 3,
              "start_page": 21
            }
          ],
          "evidence": "Three-section spine maps cleanly to What (climate tech matters) -> So What (where Canada stands) -> Now What (what Canada should do).",
          "confidence": 72
        }
      ],
      "images_inspected": 8,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "Climate Tech Maturity Waterfall",
              "slug": "climate-tech-maturity-waterfall",
              "evidence": "Stacked waterfall bars: Mature 12% / Market uptake 40% / Demonstration 23% / Large prototype 20% / Small prototype 5%.",
              "confidence": 70
            }
          ],
          "page_number": 7
        },
        {
          "frameworks": [
            {
              "name": "BCG 5 Success Dimensions for Climate Tech",
              "slug": "bcg-5-success-dimensions-climate-tech",
              "evidence": "Title names framework; pillars labelled Foster Talent / Develop IP / Create Ventures / Scale Impact / Produce Champions over Ecosystem + Foundation layers.",
              "confidence": 92
            }
          ],
          "page_number": 12
        },
        {
          "frameworks": [
            {
              "name": "BCG 5 Success Dimensions for Climate Tech",
              "slug": "bcg-5-success-dimensions-climate-tech",
              "evidence": "Talent dimension banner reused on benchmark slide.",
              "confidence": 80
            }
          ],
          "page_number": 13
        },
        {
          "frameworks": [
            {
              "name": "BCG 5 Success Dimensions for Climate Tech",
              "slug": "bcg-5-success-dimensions-climate-tech",
              "evidence": "Develop Leading IP dimension banner anchors the R&D benchmark.",
              "confidence": 78
            }
          ],
          "page_number": 14
        },
        {
          "frameworks": [
            {
              "name": "BCG 5 Success Dimensions for Climate Tech",
              "slug": "bcg-5-success-dimensions-climate-tech",
              "evidence": "Create Ventures dimension banner anchors the startup benchmark.",
              "confidence": 78
            }
          ],
          "page_number": 15
        },
        {
          "frameworks": [
            {
              "name": "BCG 5 Success Dimensions for Climate Tech",
              "slug": "bcg-5-success-dimensions-climate-tech",
              "evidence": "Scale Impact dimension labelled at top of later-stage funding chart.",
              "confidence": 80
            }
          ],
          "page_number": 16
        },
        {
          "frameworks": [
            {
              "name": "BCG 5 Success Dimensions for Climate Tech",
              "slug": "bcg-5-success-dimensions-climate-tech",
              "evidence": "Produce Global Champions dimension banner anchors champions benchmark.",
              "confidence": 78
            }
          ],
          "page_number": 17
        },
        {
          "frameworks": [
            {
              "name": "BCG 5 Success Dimensions for Climate Tech",
              "slug": "bcg-5-success-dimensions-climate-tech",
              "evidence": "Competitor case studies organised across the same 5 pictogrammed dimensions.",
              "confidence": 85
            }
          ],
          "page_number": 19
        },
        {
          "frameworks": [
            {
              "name": "BCG 5 Success Dimensions for Climate Tech",
              "slug": "bcg-5-success-dimensions-climate-tech",
              "evidence": "Same 5-pillar framework used to plot strengths and 'pain points / valleys of death' per dimension.",
              "confidence": 90
            }
          ],
          "page_number": 20
        },
        {
          "frameworks": [
            {
              "name": "BCG 5 Success Dimensions for Climate Tech",
              "slug": "bcg-5-success-dimensions-climate-tech",
              "evidence": "Recommendation slide reuses 5 dimension pictograms and adds 'Mainstream Adoption' as 6th block.",
              "confidence": 88
            }
          ],
          "page_number": 23
        }
      ]
    },
    "matchedAt": "2026-04-26 19:32:10+00",
    "slidesSeen": 26,
    "deckSummary": "Textbook BCG Consultant's Gambit nested in a Triple Take spine: situation/problem (climate tech urgency) -> a custom 5-success-dimension benchmark -> three priority actions, with consistent action titles, stakeholder mapping and a strong 'valleys of death' shock moment that aligns tightly with Storymakers practice.",
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    "extractionSeconds": 334.66855
  },
  "score": {
    "backend": "claude",
    "scoredAt": "2026-05-02 06:43:59.046+00",
    "subScores": {
      "scqa_arc": 80,
      "action_titles": 88,
      "mece_structure": 82,
      "closing_strength": 72,
      "evidence_quality": 85,
      "clarity_of_thesis": 70,
      "production_quality": 78,
      "visual_storytelling": 78
    },
    "totalScore": 78,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "Clear SCQA: Situation (slides 5-6 emissions urgency), Complication (slides 7-8 maturity gap and slow innovation), Question implicit at slide 11 divider, Answer (slides 22-24); section dividers signpost the arc.",
      "action_titles": "Strong action-title discipline across the analytical core, e.g. slide 14: 'Canada is a laggard in R&D investment - driven by low corp. spend' — insight-bearing rather than a topic label.",
      "mece_structure": "Three sections (Why it matters / Where Canada stands / What to do) are cleanly MECE and the 5-dimension framework on slide 12 anchors section 2; slight overlap between slides 18 and 20 on funding-gap diagnostics.",
      "closing_strength": "Slides 22-24 provide stakeholder-segmented action items and a three-part recommendation, but slide 25 'Our Conclusion' is prose-only without owners, sequencing, or a sharp single-slide CTA.",
      "evidence_quality": "Claims are consistently backed by quantitative benchmarks (730→443 MT on slide 6, 454 startups on slide 15, 13-country peer set on slide 16) and stakeholder quotes on slide 4.",
      "clarity_of_thesis": "Three-chapter agenda is clear by slide 3, but the central argument (Canada can become a climate-tech superpower if it closes scale-up and corporate-R&D gaps) only crystallizes around slides 7-9 rather than being declared declaratively up front.",
      "production_quality": "High action-title density, consistent mountain/satellite/bear motif tied to chapter structure, footnote discipline visible on slides 10/18; main weakness is the 'overcrowded' density flag on roughly a third of analytical slides.",
      "visual_storytelling": "Appropriate chart selection — waterfall for maturity gap (7), stacked bars for benchmarks (13-17), process diagram for valleys of death (20) — but 7 analytical slides are flagged 'overcrowded', suggesting density wins over message clarity."
    },
    "slidesAnalyzed": 26
  },
  "review": {
    "backend": null,
    "verdict": "A well-structured three-act BCG thought-leadership report with strong action titles in the diagnosis — use the p.13-18 benchmarking sequence as a teaching example, but flag the thin recommendation act and slow open as what Storymakers would fix.",
    "reviewedAt": "2026-04-24 14:07:58+00",
    "slidesSeen": 26,
    "suggestions": [
      "Move the thesis forward: replace or compress p.2-4 so p.2 or p.3 carries the one-line answer (e.g. 'Canada can be a climate-tech superpower if investors, corporates and government close three specific gaps')",
      "Rewrite p.22 from 'For discussion: we see some clear action items' to a declarative title that names the three actions, and expand p.24 into three parallel recommendation slides so the resolution matches the weight of the diagnosis",
      "Turn p.12 into an action title that previews the verdict ('Canada leads on talent and startup formation but trails on R&D spend and scale-up capital'), so the reader enters the benchmarking section already holding the answer"
    ],
    "closingScore": 65,
    "openingScore": 72,
    "topStrengths": [
      "Explicit three-act signposting with named section dividers (p.5, p.11, p.21) — reader always knows where they are in the argument",
      "Strong action titles in the diagnosis act that stack into a clear story: talent strong (p.13) → R&D weak (p.14) → startups strong (p.15) → scale-up funding weak (p.16) → foreign capital gap (p.18)",
      "Consistent use of callouts with hard numbers ('$2,371M', '4-13% global share', '4X Canada's level') that reinforce each action title"
    ],
    "topWeaknesses": [
      "Front-matter drag: 4 slides (cover, author note, agenda, quote collage) before the thesis appears on p.6 — buries the lede",
      "Recommendation act is under-built: only 3 slides (p.22-24) to resolve 15 slides of problem-framing, and p.22 opens with 'For discussion' which undercuts conviction",
      "p.12 'We evaluated Canadian competitiveness on 5 success dimensions' is a process title, not an insight — should state the verdict of the evaluation",
      "p.24 'New approaches to driving at-scale demonstration projects' is a topic label with no insight payload"
    ],
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