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Low-Cost Ways to Reduce Food Waste in a School Cafeteria

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Contents

Task Overview

Benchmark Genres

Brainstorming

Task Creator Model

Answering Models

Judge Models

Task Prompt

A public middle school wants practical ideas to reduce food waste in its cafeteria over the next 3 months. The school has 600 students, a very limited budget of $1,000 total, and only two staff members who can spend up to 2 extra hours per week on new efforts. The school cannot change national nutrition requirements, cannot require students to install apps, and cannot rely on volunteers outside the school. Brainstorm 18 distinct ideas the school could realistically test. For each idea, provide: - a short title - a...

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A public middle school wants practical ideas to reduce food waste in its cafeteria over the next 3 months. The school has 600 students, a very limited budget of $1,000 total, and only two staff members who can spend up to 2 extra hours per week on new efforts. The school cannot change national nutrition requirements, cannot require students to install apps, and cannot rely on volunteers outside the school. Brainstorm 18 distinct ideas the school could realistically test. For each idea, provide: - a short title - a 1-2 sentence explanation - the main waste source it targets (for example: unopened milk, fruit, vegetables, packaged items, overproduction, tray waste) - estimated cost level: low, medium, or high within this school's budget - estimated effort level for staff: low, medium, or high Additional requirements: - Cover at least 5 different waste sources - Include at least 4 ideas that involve student behavior or communication - Include at least 4 ideas that involve cafeteria operations or scheduling - Avoid repeating the same basic idea with minor wording changes - Keep all ideas safe, legal, and realistic for a school setting

Judging Policy

A strong answer gives 18 clearly distinct, school-appropriate ideas that fit the stated budget, staffing, and policy constraints. It should cover multiple types of food waste rather than focusing on only one, and it should include a meaningful mix of student-facing and operations-focused ideas. Good responses make each idea concrete enough to imagine testing within 3 months, with sensible cost and effort estimates and correct identification of the waste source targeted. Weaker responses will be repetitive, vague, i...

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A strong answer gives 18 clearly distinct, school-appropriate ideas that fit the stated budget, staffing, and policy constraints. It should cover multiple types of food waste rather than focusing on only one, and it should include a meaningful mix of student-facing and operations-focused ideas. Good responses make each idea concrete enough to imagine testing within 3 months, with sensible cost and effort estimates and correct identification of the waste source targeted. Weaker responses will be repetitive, vague, impractical, dependent on forbidden assumptions, or miss the required category coverage.

Answers

* **"Waste Watchers" Poster Campaign:** Create and display student-designed posters in the cafeteria showing the impact of food waste. Use morning announcements to share weekly tips or facts. **Waste Source:** Tray waste. **Cost:** Low. **Effort:** Low. * **Student Feedback Station:** Set up a simple box with slips of paper where students can anonymously write what meals they like and dislike. This helps the kitchen plan more popular meals and reduce waste from unpopular items. **Waste Source:** Overproduction, tray waste. **Cost:** Low. **Effort:** Low. * **"Clean Plate Challenge":** Run a week-long challe...

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* **"Waste Watchers" Poster Campaign:** Create and display student-designed posters in the cafeteria showing the impact of food waste. Use morning announcements to share weekly tips or facts. **Waste Source:** Tray waste. **Cost:** Low. **Effort:** Low. * **Student Feedback Station:** Set up a simple box with slips of paper where students can anonymously write what meals they like and dislike. This helps the kitchen plan more popular meals and reduce waste from unpopular items. **Waste Source:** Overproduction, tray waste. **Cost:** Low. **Effort:** Low. * **"Clean Plate Challenge":** Run a week-long challenge where homerooms compete to have the least food waste. The winning homeroom gets a non-food prize like extra recess time or choosing the cafeteria music for a day. **Waste Source:** Tray waste. **Cost:** Low. **Effort:** Medium. * **"Try It Tuesday" Samples:** Offer small, bite-sized samples of a new or less popular healthy food item. This encourages students to try something before taking a full portion they might waste. **Waste Source:** Vegetables, fruit. **Cost:** Medium. **Effort:** Medium. * **Visual Waste Tracker:** Use a large clear bin or a whiteboard chart in the cafeteria to visually track the amount of food wasted each day. Seeing the waste accumulate can motivate students to reduce it. **Waste Source:** Tray waste. **Cost:** Medium. **Effort:** Medium. * **Recess Before Lunch:** Work with administration to schedule recess immediately before the lunch period. Students are often less rushed and hungrier after playing, leading them to eat more of their lunch. **Waste Source:** Tray waste, fruit. **Cost:** Low. **Effort:** High. * **Offer vs. Serve Reminders:** Place simple signs and have staff verbally remind students they can decline some food items. Under national rules, they must take a certain number of components but can choose which ones. **Waste Source:** Fruit, vegetables, packaged items. **Cost:** Low. **Effort:** Low. * **Smaller, More Frequent Batches:** Instead of cooking all the food for a lunch period at once, cook popular items in smaller batches throughout the service time. This prevents large amounts of leftover hot food. **Waste Source:** Overproduction. **Cost:** Low. **Effort:** Medium. * **Pre-Sliced Fruit:** Serve fruits like apples and oranges pre-sliced. Students, especially those with braces or who find them messy, are more likely to eat fruit that is easier to handle. **Waste Source:** Fruit. **Cost:** Low. **Effort:** Medium. * **Deconstructed Meals:** Serve some meals, like taco salads or pasta bowls, with components separated. This allows students to choose only the toppings and ingredients they will actually eat. **Waste Source:** Tray waste, vegetables. **Cost:** Low. **Effort:** Medium. * **Share Table:** Designate a table where students can place unwanted, unopened, and pre-packaged food items or whole fruits for others to take. This requires clear guidelines and monitoring for safety. **Waste Source:** Unopened milk, packaged items, fruit. **Cost:** High. **Effort:** Medium. * **Daily Waste Audit:** For one week each month, have staff sort and weigh food waste into categories (e.g., liquid, fruit/veg, other). This provides data on what is being wasted most to inform other strategies. **Waste Source:** All sources (for measurement). **Cost:** Low. **Effort:** High. * **Repurpose Leftover Ingredients:** Use safe, unserved ingredients for other meals within food safety guidelines. For example, leftover vegetables from one day could be used in a soup the next day. **Waste Source:** Overproduction. **Cost:** Low. **Effort:** Medium. * **Optimize Portion Sizes:** Use standardized, smaller serving utensils for commonly wasted side dishes. Students can always ask for more, but the initial serving is smaller to reduce waste. **Waste Source:** Tray waste. **Cost:** Medium. **Effort:** Low. * **Condiment Pumps:** Switch from individual condiment packets to bulk dispensers with pumps. This eliminates waste from unused packets and allows students to take only what they need. **Waste Source:** Packaged items. **Cost:** High. **Effort:** Low. * **"Name That Dish" Contest:** Engage students by holding a contest to give a creative name to a new or less popular healthy menu item. Students are more likely to try a dish they helped name. **Waste Source:** Vegetables, tray waste. **Cost:** Low. **Effort:** Low. * **Longer Lunch Periods:** Work with administration to extend the lunch period by 5-10 minutes. This gives students more time to finish their meals instead of rushing. **Waste Source:** Tray waste. **Cost:** Low. **Effort:** High. * **Milk Choice Reminder:** Place a simple, eye-catching sign at the start of the milk cooler reminding students to only take milk if they plan to drink it. Sometimes students grab one out of habit. **Waste Source:** Unopened milk. **Cost:** Low. **Effort:** Low.

Result

#2

Winning Votes

1 / 3

Average Score

80

Total Score

79

Overall Comments

Answer A provides a solid list of 18 distinct ideas, covering the required categories and waste sources. The ideas are generally practical and well-explained. A minor weakness is that some "High" cost estimates might push the boundaries of the very limited $1,000 budget, potentially impacting the perceived usefulness of those specific ideas within the given constraints.

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Diversity

Weight 25%
75

Answer A provides 6 distinct waste sources, meeting the minimum requirement and offering good coverage.

Originality

Weight 25%
70

Answer A includes several good, practical ideas, though some are fairly common. Ideas like 'Recess Before Lunch' and 'Deconstructed Meals' are strong.

Usefulness

Weight 20%
68

The ideas are generally useful, but the 'High' cost estimates for 'Share Table' and 'Condiment Pumps' might be unrealistic for the very limited $1,000 budget, potentially reducing their practical usefulness within the given constraints.

Quantity

Weight 20%
100

Answer A successfully brainstormed and presented 18 distinct ideas as requested.

Clarity

Weight 10%
90

Each idea is clearly titled, explained concisely, and includes all required attributes in an easy-to-read format.

Total Score

78

Overall Comments

Answer A is a well-structured, practical response that meets all the core requirements: 18 distinct ideas, coverage of 5+ waste sources, at least 4 student behavior ideas, and at least 4 operations ideas. The ideas are generally actionable within 3 months and fit the budget and staffing constraints. Some ideas are fairly standard (poster campaign, visual tracker), and a few cluster around tray waste. The share table cost label seems inconsistent. Overall a solid response with good clarity and usefulness, but slightly less original and diverse than Answer B.

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Diversity

Weight 25%
78

Answer A covers a solid range of waste sources including tray waste, overproduction, fruit, vegetables, packaged items, and unopened milk — meeting the 5+ requirement. It includes student behavior ideas (poster campaign, clean plate challenge, name that dish, milk reminder) and operations ideas (smaller batches, recess before lunch, longer lunch, deconstructed meals). However, some ideas cluster around tray waste and the coverage of prep waste or beverage waste is absent.

Originality

Weight 25%
72

Answer A includes some creative ideas like 'Name That Dish' contest, deconstructed meals, and pre-sliced fruit. However, several ideas are fairly standard (poster campaign, share table, visual waste tracker) and a few feel like minor variations on the same theme (e.g., visual waste tracker and daily waste audit both involve measuring/displaying waste). The recess-before-lunch idea is a well-known intervention but still distinct.

Usefulness

Weight 20%
75

Most ideas in A are actionable within 3 months and fit the budget/staffing constraints. The share table is marked 'High' cost which seems inconsistent with the $1,000 budget context (it could be low cost). The condiment pumps are also marked 'High' cost, which is realistic. The recess-before-lunch and longer lunch period ideas are high-effort administrative changes that may be hard to implement in 3 months. Overall, the ideas are practical and well-grounded.

Quantity

Weight 20%
90

Answer A provides exactly 18 distinct ideas as required. All 18 are clearly labeled with title, explanation, waste source, cost, and effort. The required category minimums (5 waste sources, 4 student behavior ideas, 4 operations ideas) are met.

Clarity

Weight 10%
78

Answer A uses a consistent bullet-list format with bold titles and clearly labeled fields. Explanations are concise and easy to understand. The formatting is clean and readable. Minor inconsistency: the share table cost is labeled 'High' without explanation, which may confuse readers.

Judge Models OpenAI GPT-5.4

Total Score

84

Overall Comments

Answer A meets the requested format well with 18 distinct ideas, each including title, explanation, waste source, cost, and effort. It shows a solid mix of student communication ideas and cafeteria operations ideas, covers multiple waste sources, and generally stays grounded in what a school could test within 3 months on a limited budget. A few items are somewhat ambitious or debatable on feasibility, and one cost estimate looks inflated, but overall it is practical, varied, and concrete.

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Diversity

Weight 25%
85

Covers a broad spread of waste sources including tray waste, fruit, vegetables, unopened milk, packaged items, and overproduction, with a good mix of student-facing communication and operational changes. Some concentration on tray waste keeps it from being top-tier.

Originality

Weight 25%
70

Contains a mix of standard cafeteria waste-reduction tactics and a few moderately inventive ideas such as deconstructed meals and naming contests. Many suggestions are familiar baseline interventions rather than especially novel.

Usefulness

Weight 20%
82

Most ideas are concrete, school-appropriate, and realistic within a 3-month pilot and limited budget. A few items are harder to implement, such as recess-before-lunch or extending lunch, and the share table cost rating seems off, but the answer is still broadly actionable.

Quantity

Weight 20%
100

Provides all 18 requested ideas and each one includes the required fields.

Clarity

Weight 10%
88

Easy to read and consistently structured, with concise titles and explanations tied to waste source, cost, and effort. A few entries could be more precise about implementation details, but overall clarity is strong.

1. **Portion Size Audit and Adjustment** - Analyze current serving sizes against student consumption patterns and adjust portions downward for items with high plate waste. This directly reduces overproduction waste. - Main waste source: Overproduction, tray waste - Cost: Low - Staff effort: Medium 2. **Student Waste Tracking Challenge** - Create a simple visual tracking system where students see weekly waste totals and compete by grade level to reduce it, with small non-food rewards (extra recess time, music requests). Builds awareness and peer accountability. - Main waste source: Tray waste, o...

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1. **Portion Size Audit and Adjustment** - Analyze current serving sizes against student consumption patterns and adjust portions downward for items with high plate waste. This directly reduces overproduction waste. - Main waste source: Overproduction, tray waste - Cost: Low - Staff effort: Medium 2. **Student Waste Tracking Challenge** - Create a simple visual tracking system where students see weekly waste totals and compete by grade level to reduce it, with small non-food rewards (extra recess time, music requests). Builds awareness and peer accountability. - Main waste source: Tray waste, overproduction - Cost: Low - Staff effort: Low 3. **"Ugly Produce" Acceptance Campaign** - Launch posters and brief announcements normalizing imperfect-looking vegetables and fruits, explaining they taste the same and reduce waste. Addresses cosmetic rejection of produce. - Main waste source: Fruit, vegetables - Cost: Low - Staff effort: Low 4. **Donation Partnership with Local Food Bank** - Establish a simple system to donate unopened, unexpired packaged items and prepared foods (where health codes allow) to a nearby food bank at end of week. Requires one staff member to coordinate logistics. - Main waste source: Unopened milk, packaged items, prepared foods - Cost: Low - Staff effort: Medium 5. **Staggered Lunch Periods with Demand-Based Prep** - Coordinate with administration to slightly adjust lunch period timing and prepare food in smaller batches timed to each period, reducing overproduction. Requires kitchen staff coordination. - Main waste source: Overproduction - Cost: Low - Staff effort: High 6. **Student Feedback Lunch Menu Board** - Post a simple whiteboard where students can quickly note which items they didn't eat and why, giving kitchen staff real data to adjust recipes, portions, or offerings monthly. - Main waste source: Tray waste, overproduction - Cost: Low - Staff effort: Low 7. **Milk Carton Pre-Selection System** - Allow students to request milk (or not) when entering the line instead of automatically serving it, reducing unopened milk waste. Requires brief staff training. - Main waste source: Unopened milk - Cost: Low - Staff effort: Low 8. **Vegetable Scrap Composting Program** - Set up a simple compost bin in the kitchen for vegetable trimmings and food prep waste, with one staff member managing it weekly. Partner with a local garden or farm to pick it up monthly. - Main waste source: Vegetables, food prep waste - Cost: Medium - Staff effort: Medium 9. **"Plate It Yourself" Salad Bar Expansion** - Convert one pre-made salad option to a self-serve salad bar where students choose only what they'll eat, reducing plate waste from unwanted ingredients. - Main waste source: Vegetables, tray waste - Cost: Medium - Staff effort: Medium 10. **Smaller Tray or Compartment Option** - Introduce smaller serving trays or compartmented plates for students who want less food, reducing the pressure to take full portions and then discard them. - Main waste source: Tray waste, overproduction - Cost: Medium - Staff effort: Low 11. **Weekly "Leftover Creation" Special** - Designate one day per week to creatively repurpose excess prepared foods from previous days into a new dish (e.g., extra vegetables into soup), reducing waste and adding menu variety. - Main waste source: Prepared foods, vegetables - Cost: Low - Staff effort: High 12. **Student Lunch Waste Reduction Ambassadors** - Train 8-10 student volunteers (2 per lunch period) to gently remind peers about waste and model good choices, creating peer influence without requiring external volunteers. - Main waste source: Tray waste, overproduction - Cost: Low - Staff effort: Medium 13. **Fruit Ripeness Staggering** - Coordinate with produce supplier to deliver fruit at varying ripeness levels so more is consumed at peak freshness throughout the week, reducing spoilage waste. - Main waste source: Fruit - Cost: Low - Staff effort: Low 14. **"Take What You Eat" Pledge Campaign** - Launch a simple campaign where students sign a pledge to only take food they'll eat, with classroom-level tracking and recognition. Emphasizes personal responsibility. - Main waste source: Tray waste - Cost: Low - Staff effort: Low 15. **Beverage Portion Flexibility** - Allow students to choose small, medium, or large drink sizes (within nutrition guidelines) instead of one standard size, reducing unopened or partially consumed beverages. - Main waste source: Unopened milk, beverages - Cost: Low - Staff effort: Low 16. **Prep Waste Reduction Training** - Provide brief kitchen staff training on knife techniques and cutting methods that maximize usable portions from vegetables and fruits, reducing prep waste. - Main waste source: Vegetables, fruit, food prep waste - Cost: Low - Staff effort: Medium 17. **Seasonal Menu Adjustment** - Shift menu planning to emphasize seasonal, locally available produce that's cheaper, fresher, and has higher acceptance rates, reducing both cost and waste. - Main waste source: Fruit, vegetables, overproduction - Cost: Low - Staff effort: Medium 18. **"Second Chance" Shelf System** - Create a designated shelf where students can place unopened items they don't want, allowing other students to take them before they're discarded. Requires simple signage and monitoring. - Main waste source: Unopened milk, packaged items - Cost: Low - Staff effort: Low

Result

#1 | Winner

Winning Votes

2 / 3

Average Score

82

Total Score

86

Overall Comments

Answer B delivers an excellent set of 18 distinct and highly practical ideas. It stands out for its broader diversity of waste sources targeted and a slightly higher degree of originality in its suggestions. Crucially, all ideas are realistically estimated as "Low" or "Medium" cost, making them perfectly aligned with the strict $1,000 budget, which significantly enhances their usefulness and feasibility for the school.

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Diversity

Weight 25%
85

Answer B provides 9 distinct waste sources, showing a broader understanding of food waste categories beyond just plate waste, including more specific types like 'food prep waste' and 'prepared foods'.

Originality

Weight 25%
78

Answer B offers a slightly higher number of more specific and less common ideas, such as 'Ugly Produce' campaign, 'Donation Partnership', 'Fruit Ripeness Staggering', and 'Prep Waste Reduction Training'.

Usefulness

Weight 20%
80

All ideas are estimated as 'Low' or 'Medium' cost, which aligns perfectly with the strict $1,000 budget, making them highly practical and useful. Ideas like 'Donation Partnership' and 'Composting' offer significant impact.

Quantity

Weight 20%
100

Answer B successfully brainstormed and presented 18 distinct ideas as requested.

Clarity

Weight 10%
90

Each idea is clearly titled, explained concisely, and includes all required attributes in an easy-to-read format.

Total Score

81

Overall Comments

Answer B is a strong, well-rounded response that covers a broader range of waste sources including food prep waste and beverages, which A misses. It introduces more original ideas such as fruit ripeness staggering and prep waste reduction training. The formatting is clear and consistent. Minor concerns include the food bank donation idea's health code complexity and the composting program's external dependency. Overall, Answer B edges out A in diversity and originality while matching it in quantity and clarity.

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Diversity

Weight 25%
82

Answer B covers a broader range including tray waste, overproduction, fruit, vegetables, packaged items, unopened milk, food prep waste, and beverages. It explicitly addresses prep waste reduction training and fruit ripeness staggering, which are distinct waste sources not covered in A. The balance between student-facing and operations-focused ideas is well maintained throughout all 18 entries.

Originality

Weight 25%
78

Answer B introduces some less common ideas such as fruit ripeness staggering (coordinating with suppliers for varying ripeness levels), prep waste reduction training (knife technique training), and beverage portion flexibility. The 'Ugly Produce' campaign is a fresh angle. While some ideas like the pledge campaign and feedback board are common, the overall set has more novel entries than A.

Usefulness

Weight 20%
76

Answer B's ideas are generally practical and testable within 3 months. The donation partnership with a food bank is useful but may face health code hurdles not fully addressed. The composting program requires a pickup partner which introduces an external dependency. The seasonal menu adjustment may be difficult to implement quickly. Despite these minor concerns, most ideas are concrete and actionable within the constraints.

Quantity

Weight 20%
90

Answer B also provides exactly 18 distinct ideas as required. All 18 include title, explanation, waste source, cost, and effort. The required category minimums are met, with clear student-facing and operations-focused ideas distributed throughout.

Clarity

Weight 10%
80

Answer B uses a numbered list with bold titles and clearly structured fields. Explanations are slightly more detailed in some entries, which aids understanding. The format is consistent throughout and easy to scan. Labels for cost and effort are clearly presented.

Judge Models OpenAI GPT-5.4

Total Score

79

Overall Comments

Answer B also provides 18 clearly formatted ideas and has good breadth across waste sources. However, several ideas conflict with the stated constraints or are less realistic for a low-budget, low-staff, 3-month school test, such as external donation reliance, compost pickup partnership, supplier ripeness coordination, expanded self-serve salad bar, and flexible drink sizing. It is reasonably clear and sometimes creative, but its practicality and policy fit are less consistent.

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Diversity

Weight 25%
80

Also spans many waste sources and includes both behavior-focused and operations-focused ideas. Diversity is solid, but several ideas cluster around general tray waste/overproduction and some categories are described in ways that overlap rather than clearly expanding coverage.

Originality

Weight 25%
76

Shows somewhat more novelty with ideas like ugly produce messaging, fruit ripeness staggering, prep-waste training, and ambassador roles. Not all are highly feasible, but the set is a bit more inventive than A.

Usefulness

Weight 20%
56

Several ideas are weakened by feasibility or constraint issues: donation partnership and compost pickup rely on outside help, salad bar expansion and drink-size flexibility may not fit operational or nutrition rules, and supplier coordination may be unrealistic for a short pilot. Useful in parts, but less dependable as a practical plan for this school.

Quantity

Weight 20%
100

Provides all 18 requested ideas and each one includes the required fields.

Clarity

Weight 10%
86

Well organized and very readable, with consistent formatting and straightforward explanations. Clarity is strong, though a few ideas use broader or less precise operational language that leaves practical details uncertain.

Comparison Summary

Final rank order is determined by judge-wise rank aggregation (average rank + Borda tie-break). Average score is shown for reference.

Judges: 3

Winning Votes

1 / 3

Average Score

80
View this answer

Winning Votes

2 / 3

Average Score

82
View this answer

Judging Results

Judge Models OpenAI GPT-5.4

Why This Side Won

Answer A wins because, after weighting the criteria, it performs better on the most important dimensions overall: it offers a more realistic and directly testable set of ideas under the school's strict budget, staffing, and policy limits, while still maintaining strong diversity, sufficient originality, full quantity, and clear presentation. Answer B has comparable quantity and clarity, but too many suggestions depend on outside partners, operational changes that are unlikely within 3 months, or assumptions that may not fit school nutrition/service rules, which lowers its weighted overall result.

Why This Side Won

Answer B wins on the two highest-weighted criteria — diversity (25%) and originality (25%) — by covering a broader range of waste sources including food prep waste and beverages, and by introducing more novel ideas such as fruit ripeness staggering and prep waste reduction training. Both answers are equal on quantity (20%), and B slightly edges out A on usefulness (20%) and clarity (10%). The weighted result clearly favors B.

Why This Side Won

Answer B is superior due to its greater diversity in targeting a wider range of waste sources and its slightly more original and specific ideas. Most importantly, Answer B's cost estimates are consistently "Low" or "Medium," making all its suggestions highly practical and feasible within the school's very limited $1,000 budget. In contrast, Answer A includes a couple of "High" cost items that might strain the specified budget, reducing their overall usefulness in this specific scenario.

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