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"A research findings report that loosely follows a Triple Take arc (facts -> implications) but skips the explicit 'now what' action, relying on photo-led, percentage-heavy infographic pages with student verbatims rather than canonical consulting frameworks.", "secondary_arcs": [ { "id": 12, "slug": "onion", "beats": [ { "name": "Surface Observation", "end_page": 4, "evidence": "Gen Z is campus bound (89%).", "position": 1, "start_page": 3 }, { "name": "First Layer", "end_page": 6, "evidence": "Practicality guides choices.", "position": 2, "start_page": 5 }, { "name": "Deeper Layer", "end_page": 8, "evidence": "Collaboration and learn-by-doing drives engagement.", "position": 3, "start_page": 7 }, { "name": "Core Insight", "end_page": 9, "evidence": "Ed tech is now central to Gen Z learning.", "position": 4, "start_page": 9 }, { "name": "Implications", "end_page": 10, "evidence": "'What it all means' for higher ed.", "position": 5, "start_page": 10 } ], "evidence": "Layered findings: 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complication-question-answer progression and mostly presents an analytical findings sequence.", "action_titles": "Some titles are insight-bearing, such as slide 5's \"PRACTICALITY GUIDES COLLEGE AND CAREER CHOICES,\" but slides 1-3, 10-12 and repeated headers dilute the action-title density.", "mece_structure": "Slides 5-9 organize around practicality, collaboration, hands-on learning, and ed tech, but the themes overlap and leave a gap versus the stated community-college versus four-year-degree comparison.", "closing_strength": "Slide 10 provides a synthesis, but slides 11-12 shift to company profile and branding rather than ending with a clear recommendation, decision, or next-step agenda.", "evidence_quality": "Most claims on slides 5-9 are supported by survey charts, metrics, and student quotes, but source detail and causal support are not evident from the inventory.", "clarity_of_thesis": "The closest thesis emerges by slides 4-5 around Gen Z valuing college but making pragmatic career-driven choices, yet it is not framed as a single deck-level declarative argument.", "production_quality": "The deck has polished BCG-style structure and consistent components, but overcrowded slides 5-8, repeated titles, generic front/back matter, and unclear footnote discipline weaken execution.", "visual_storytelling": "The deck uses appropriate big-number, bar-chart, donut-chart, quote, and callout formats on slides 4-9, though several pages are overcrowded and some visuals support findings more than sharpen the argument." }, "slidesAnalyzed": 12 }, "review": { "backend": null, "verdict": "A competent research-findings deck with disciplined stat-driven titles but no Complication and no recommendation — useful as a teaching example of action-title phrasing and 'one number per slide', but a weak exemplar of Storymakers arc and closing.", "reviewedAt": "2026-04-24 16:32:53+00", "slidesSeen": 12, "suggestions": [ "Rewrite slide 10 as an explicit 'So what / Now what' — replace 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