Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style | Paper Citation Record

Observation 596cd0e7-e868-4554-8413-8807e0f4ff80 · outbound

This paper cites Imagine you’re standing at the base of a giant tree, and you need to find its height—but you can’t climb it! How would you measure it?.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Imagine you’re standing at the base of a giant tree, and you need to find its height—but you can’t climb it! How would you measure it?

Reference 1

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Observation fa3506c3-5834-4ba6-8529-c0c751e84a89 · outbound

This paper cites Let’s say you’re standing 10 meters away from a flagpole. You look up at the top, and the angle between your eye and the top is 30°. How tall is the flagpole?.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Let’s say you’re standing 10 meters away from a flagpole. You look up at the top, and the angle between your eye and the top is 30°. How tall is the flagpole?

Reference 2

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Observation b649a21d-fddb-457a-bb3e-e0ab4715ff0e · outbound

This paper cites A pilot sees a runway at a 15 ° angle of depression. If the plane is 2 km above the ground, how far is the runway?.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style A pilot sees a runway at a 15 ° angle of depression. If the plane is 2 km above the ground, how far is the runway?

Reference 3

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Observation dba8816b-f755-41dc-982d-e89a54d0d424 · outbound

This paper cites A kite is flying at a height of 50 m. The string makes a 45° angle with the ground. How long is the string?.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style A kite is flying at a height of 50 m. The string makes a 45° angle with the ground. How long is the string?

Reference 4

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Observation e743d5a1-12f7-46d7-8bf9-3a6d3c7e34af · outbound

This paper cites To find heights/distances: 1. Draw a right triangle. 2. Identify the angle and known side. 3. Use tan θ, sin θ, or cos θ. 4. Solve for the unknown!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style To find heights/distances: 1. Draw a right triangle. 2. Identify the angle and known side. 3. Use tan θ, sin θ, or cos θ. 4. Solve for the unknown!

Reference 5

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Observation 65426eff-cc51-42ae-8918-b238dddce749 · outbound

This paper cites What’s confusing? Let’s tackle it together!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style What’s confusing? Let’s tackle it together!

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:01.640475Z

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Observation 8f973713-2811-4bd7-925e-1c1d1e060fc1 · outbound

This paper cites Engagement Check:.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Engagement Check:

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:03.021841Z

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Observation a6b3ccc7-712b-46ba-91aa-50281b0c7d4d · outbound

This paper cites Visual Aid: Draw a simple.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Visual Aid: Draw a simple

Reference 9

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Observation 8e774ba4-93a8-4b2a-a4dd-403052246f12 · outbound

This paper cites A static character stays the same (like Ron Weasley’s humor), while a dynamic character changes (like Ebenezer Scrooge in ‘A Christmas Carol’).

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style A static character stays the same (like Ron Weasley’s humor), while a dynamic character changes (like Ebenezer Scrooge in ‘A Christmas Carol’)

Reference 10

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Observation 75175079-b40d-43e3-942d-c2f862f151dd · outbound

This paper cites Characterization is the author’s toolkit to make characters feel real. Use STEAL to analyze them, and watch for changes (dynamic) or consistency (static).

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Characterization is the author’s toolkit to make characters feel real. Use STEAL to analyze them, and watch for changes (dynamic) or consistency (static)

Reference 11

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Observation 12a96913-a9c4-4bb2-bcac-36c445ec3f7f · outbound

This paper cites The more you practice spotting these techniques, the sharper your analysis will be.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style The more you practice spotting these techniques, the sharper your analysis will be

Reference 12

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Observation 3e15fc7c-1d87-4bbe-83b9-c183c2243ad5 · outbound

This paper cites Imagine a bicycle wheel. The outer edge is perfectly round—no bumps, no corners. That’s a circle! But what makes it special?.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Imagine a bicycle wheel. The outer edge is perfectly round—no bumps, no corners. That’s a circle! But what makes it special?

Reference 13

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Observation aee47171-d72e-4a91-b63d-631f0536c14b · outbound

This paper cites π is the magic number that connects a circle’s diameter to its circumference. For any circle, if you divide the circumference by the diameter, you always get 3.14159.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style π is the magic number that connects a circle’s diameter to its circumference. For any circle, if you divide the circumference by the diameter, you always get 3.14159

Reference 14

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Observation 598e2475-6d90-4dd0-9c44-08a164e3d584 · outbound

This paper cites Area is the space inside the circle. Think of it as the cheese on a pizza!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Area is the space inside the circle. Think of it as the cheese on a pizza!

Reference 15

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Observation ebd852e1-5f50-4a68-9876-0c757a8cf832 · outbound

This paper cites curved slice.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style curved slice

Reference 16

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Observation 396fef52-d70a-46e6-8bf1-3ffc97c1d46d · outbound

This paper cites A tangent is like a shy friend—it only touches the circle once and leaves!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style A tangent is like a shy friend—it only touches the circle once and leaves!

Reference 17

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Observation f1bdf94f-2f22-4133-abb6-a50a204dd870 · outbound

This paper cites Practice 5 problems daily! Use a compass to draw circles and visualize concepts.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Practice 5 problems daily! Use a compass to draw circles and visualize concepts

Reference 18

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Observation a649954a-0079-4b3c-8e7f-77b7e23771ca · outbound

This paper cites If the weather app says there’s a 30% chance of rain (P (Rain) = 0.3), what’s the chance it won’t rain? That’s right—70%!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style If the weather app says there’s a 30% chance of rain (P (Rain) = 0.3), what’s the chance it won’t rain? That’s right—70%!

Reference 19

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Observation 11d32e3e-3654-431f-ba66-88960bc15051 · outbound

This paper cites In ‘Deal or No Deal, ’ if the probability of winning the top prize is 1/20, the probability of not winning is 19/20.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style In ‘Deal or No Deal, ’ if the probability of winning the top prize is 1/20, the probability of not winning is 19/20

Reference 20

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Observation e5c8dd9c-3224-4d2b-b68b-99f7f03ef3c0 · outbound

This paper cites A basketball player has a 75% free-throw success rate. The complement? A 25% miss rate!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style A basketball player has a 75% free-throw success rate. The complement? A 25% miss rate!

Reference 21

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Observation 313f7f7c-51c6-4b23-abda-7f9d695d47f1 · outbound

This paper cites - "Think of it like two people holding a rope together. Neither wants to let go, so they share the tension equally.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style - "Think of it like two people holding a rope together. Neither wants to let go, so they share the tension equally

Reference 22

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Observation f6d523d8-cb05-48c8-9e0b-24509d9e1599 · outbound

This paper cites Atoms can share one pair (single bond, like H2), two pairs (double bond, like O2), or three pairs (triple bond, like N2). The more pairs shared, the stronger the bond!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Atoms can share one pair (single bond, like H2), two pairs (double bond, like O2), or three pairs (triple bond, like N2). The more pairs shared, the stronger the bond!

Reference 23

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Observation 05c46091-55fd-4035-86cc-7320425827c5 · outbound

This paper cites - Example:.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style - Example:

Reference 24

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Observation 29dc74f9-4132-4936-bbde-03937fd6c038 · outbound

This paper cites Covalent bonds are everywhere! DNA is held together by covalent bonds. Plastics, medicines, & even the air we breathe (O2, N2) rely on them.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Covalent bonds are everywhere! DNA is held together by covalent bonds. Plastics, medicines, & even the air we breathe (O2, N2) rely on them

Reference 25

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Observation 96049163-5d6c-43d6-8e4a-9b362cbb5537 · outbound

This paper cites Practice drawing these structures—it’s like learning to ride a bike. The more you do it, the easier it gets!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Practice drawing these structures—it’s like learning to ride a bike. The more you do it, the easier it gets!

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:03.233409Z

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Observation 15bcabad-bd3d-4a97-8fd6-2bea4298a1f8 · outbound

This paper cites Plant Cell.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Plant Cell

Reference 27

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Observation d3f47375-9813-4630-b54f-204000302fb3 · outbound

This paper cites Brick Wall.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Brick Wall

Reference 28

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Observation 488681b0-5f5c-4b58-a0ca-896f30ae1b8d · outbound

This paper cites Construction Crew.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Construction Crew

Reference 29

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Observation 02585776-8e84-4c4f-8cca-02d4bb7c7fc6 · outbound

This paper cites brain" of the cell). - Mitochondria (the.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style brain" of the cell). - Mitochondria (the

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:03.178118Z

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Observation a86199c9-7ab4-41e7-a77a-7bbcbde66987 · outbound

This paper cites Let’s recap with a quick table!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Let’s recap with a quick table!

Reference 31

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Observation 4c36789a-3235-4292-b752-a66f6a57aabf · outbound

This paper cites Why can’t animal cells do photosynthesis?.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Why can’t animal cells do photosynthesis?

Reference 32

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Observation 32ad2bb5-547c-4aa9-81cb-9a545643d3e1 · outbound

This paper cites If you shine it straight at a wall, you get a circle of light.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style If you shine it straight at a wall, you get a circle of light

Reference 33

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Observation f6495a8c-326c-4d17-8f37-0206380d6f5c · outbound

This paper cites stretch,.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style stretch,

Reference 34

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Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Unresolved cited work

Reference 35

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This paper cites an unresolved cited work.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Unresolved cited work

Reference 36

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Observation bea8472b-90e0-4cc4-be54-d7bfffa88144 · outbound

This paper cites an unresolved cited work.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Unresolved cited work

Reference 37

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Observation ae644331-bd08-45c7-b941-47bf9fe76b5f · outbound

This paper cites an unresolved cited work.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Unresolved cited work

Reference 38

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Observation 8b554c6e-eb8b-484a-9d91-ae388a44ad32 · outbound

This paper cites - Key parts: center, axes, vertices, foci.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style - Key parts: center, axes, vertices, foci

Reference 39

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Observation 73b02608-bfdb-4d0f-af47-52adf895bd57 · outbound

This paper cites Practice graphing and deriving equations—ellipses show up everywhere, from physics to engineering!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Practice graphing and deriving equations—ellipses show up everywhere, from physics to engineering!

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:03.036258Z

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Observation 3cb46a4d-14bd-4144-8446-4aa12421d8b1 · outbound

This paper cites - Extremely Intuitive: Relate concepts to real-life experiences.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style - Extremely Intuitive: Relate concepts to real-life experiences

Reference 42

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Observation bbc8a655-1135-4a67-a1a8-fb8a4be686c9 · outbound

This paper cites like" or.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style like" or

Reference 43

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Observation 38d97e61-ecdf-473f-a527-bd9772e241fc · outbound

This paper cites The chocolate cake was rich, velvety, and melted on my tongue like warm honey.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style The chocolate cake was rich, velvety, and melted on my tongue like warm honey

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.980097Z

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Observation 61be8ae4-a638-4bc3-bd3c-f5c5d7d95acf · outbound

This paper cites Figurative language is the tool, and imagery is the result. A metaphor like ‘The world is a stage’ helps you visualize life as a performance.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Figurative language is the tool, and imagery is the result. A metaphor like ‘The world is a stage’ helps you visualize life as a performance

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.965914Z

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Observation 815e1e88-3b34-49e5-8b42-906e121312ac · outbound

This paper cites Figurative language makes writing more vivid.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Figurative language makes writing more vivid

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.951463Z

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Observation c33309ee-4355-400a-8786-5140c9a5d5d2 · outbound

This paper cites Visual Summary: Display a chart with types of figurative language and examples.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Visual Summary: Display a chart with types of figurative language and examples

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.937674Z

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Observation 9c4d8550-1b22-406b-8086-9e0a4ea4c777 · outbound

This paper cites Practice is key! The more you read and write, the better you’ll spot these techniques. Try rewriting boring sentences to make them exciting!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Practice is key! The more you read and write, the better you’ll spot these techniques. Try rewriting boring sentences to make them exciting!

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.924285Z

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Observation d4883726-c0fa-4712-9fa3-470588c6107d · outbound

This paper cites Words are like paint—figurative language and imagery are your brushes. Use them to create masterpieces!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Words are like paint—figurative language and imagery are your brushes. Use them to create masterpieces!

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.911444Z

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Observation a258b239-fd68-4301-a402-fc70aa038224 · outbound

This paper cites The nucleus is like the mayor’s office in our city analogy. It holds the cell’s DNA—the blueprint for everything the cell does.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style The nucleus is like the mayor’s office in our city analogy. It holds the cell’s DNA—the blueprint for everything the cell does

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.898723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 88121a04-f68a-45d4-8693-87a9670a63eb · outbound

This paper cites Mitochondria are the power plants of the cell. They take glucose (from food) and oxygen to produce ATP—energy currency for the cell.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Mitochondria are the power plants of the cell. They take glucose (from food) and oxygen to produce ATP—energy currency for the cell

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.884856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c1836592-0e60-4a9a-86a0-c21cca1f29af · outbound

This paper cites The ER is like a factory assembly line. Rough ER (with ribosomes) makes proteins, while smooth ER makes lipids (fats).

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style The ER is like a factory assembly line. Rough ER (with ribosomes) makes proteins, while smooth ER makes lipids (fats)

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.871496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 34b19647-d96b-4d18-a3c4-3b53cb31e37d · outbound

This paper cites The Golgi modifies, sorts, and packages proteins and lipids into vesicles for delivery, like a post office.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style The Golgi modifies, sorts, and packages proteins and lipids into vesicles for delivery, like a post office

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.856994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ab1d9e81-01bc-4570-812f-ff2b630ac3c9 · outbound

This paper cites Lysosomes contain enzymes to break down waste, like a recycling plant. They also destroy invading bacteria!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Lysosomes contain enzymes to break down waste, like a recycling plant. They also destroy invading bacteria!

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.843470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0a2a1cba-4f17-453e-b7a9-108f15363aa2 · outbound

This paper cites Chloroplasts capture sunlight to make glucose (photosynthesis), like solar panels powering a home.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Chloroplasts capture sunlight to make glucose (photosynthesis), like solar panels powering a home

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.830461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f7472508-d2bf-4105-b44b-59bef457b1e7 · outbound

This paper cites Practice labeling diagrams and explaining functions to a friend—teaching others helps you learn!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Practice labeling diagrams and explaining functions to a friend—teaching others helps you learn!

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.817340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f4772bf3-99fc-476c-a67d-f66c8bbced06 · outbound

This paper cites If you hear both voices equally loud, you’re standing somewhere between them.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style If you hear both voices equally loud, you’re standing somewhere between them

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.803679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4b75cd13-9f13-4c60-85ba-56a53f332490 · outbound

This paper cites Just like a circle has x2 + y2 = r2, a hyperbola has its own standard form. The simplest hyperbola opens left and right and is given by:.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Just like a circle has x2 + y2 = r2, a hyperbola has its own standard form. The simplest hyperbola opens left and right and is given by:

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.788871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eec28336-8af7-4c54-9612-6eb0a95cee02 · outbound

This paper cites Hyperbolas appear in navigation systems (LORAN), telescope mirrors, and even the shape of a cooling tower!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Hyperbolas appear in navigation systems (LORAN), telescope mirrors, and even the shape of a cooling tower!

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.775078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 51aa022b-ed3b-4ad6-b8e7-e3ed250127b7 · outbound

This paper cites Solution: 1.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Solution: 1

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.759220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 23141158-dddf-40ab-aeab-4bd5e7f2d90d · outbound

This paper cites Equation: (x − 4)2 4 − (y − 3)2 12 = 1.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Equation: (x − 4)2 4 − (y − 3)2 12 = 1

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.743470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e5559955-f7dd-4503-9b15-ba4f76490adf · outbound

This paper cites To master hyperbolas, practice is key! Here are some problems to try:.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style To master hyperbolas, practice is key! Here are some problems to try:

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.729287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b746efc3-1da4-411c-99f6-9b9f3933566e · outbound

This paper cites Engagement Check:.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Engagement Check:

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.716251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 73a08fbd-ee93-4cd1-b73f-92db41dafdbc · outbound

This paper cites storytelling camera.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style storytelling camera

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.702890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 99a58610-af66-4086-9480-3fa365918f13 · outbound

This paper cites I/we") → Personal, limited. - Second-Person (.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style I/we") → Personal, limited. - Second-Person (

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.688096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4e9a84e8-a72b-4dbd-be26-ec8604b6a9e7 · outbound

This paper cites Imagine a party. If you’re only talking to one person, your perspective is limited. If you’re the host, you see everything—that’s omniscient!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Imagine a party. If you’re only talking to one person, your perspective is limited. If you’re the host, you see everything—that’s omniscient!

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.674368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2643e7d6-4908-4aa7-811c-95d405d572b1 · outbound

This paper cites Example Problem:.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Example Problem:

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.660516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8ec245e0-a209-44c8-9b0b-4a57fd61ac82 · outbound

This paper cites Today, we learned: 1. V oice= Who tells the story (I, you, they). 2. Perspective = How much they know (limited/omniscient). 3. They shape our experience of the story!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Today, we learned: 1. V oice= Who tells the story (I, you, they). 2. Perspective = How much they know (limited/omniscient). 3. They shape our experience of the story!

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.647192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 27577c26-8a9f-47f0-88df-4da41d5eed05 · outbound

This paper cites Fnet = m · a Where: - Fnet = Net force (in Newtons, N) - m = Mass (in kilograms, kg) - a = Acceleration (in meters per second squared, m/s²) Intuitive Analogy:.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Fnet = m · a Where: - Fnet = Net force (in Newtons, N) - m = Mass (in kilograms, kg) - a = Acceleration (in meters per second squared, m/s²) Intuitive Analogy:

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.632902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e51cedb3-c5c8-4ba4-9d90-eee4bab6386d · outbound

This paper cites The engine’s push or your muscles’ effort.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style The engine’s push or your muscles’ effort

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.618196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 73839fab-3c9e-427e-915a-074d06e8c773 · outbound

This paper cites Activity:.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Activity:

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.605192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ec13b1b1-799e-4133-9077-d5cc6dc47321 · outbound

This paper cites Always check units! If mass is in kg and acceleration in m/s ², force must be in Newtons (N).

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Always check units! If mass is in kg and acceleration in m/s ², force must be in Newtons (N)

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.591113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 11836b10-b902-43ef-b781-e8159be418d6 · outbound

This paper cites Why does a truck need a bigger engine than a bicycle to reach the same speed?.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Why does a truck need a bigger engine than a bicycle to reach the same speed?

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.577565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 085b6567-ec09-474f-9868-160db820c2be · outbound

This paper cites A 50 kg skier accelerates at 2 m/s² downhill. What’s the net force?.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style A 50 kg skier accelerates at 2 m/s² downhill. What’s the net force?

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.564035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 393783ff-bf24-4e2c-844a-af925340477b · outbound

This paper cites When one object exerts a force on a second object, the second object exerts a force of equal magnitude but in the opposite direction on the first object.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style When one object exerts a force on a second object, the second object exerts a force of equal magnitude but in the opposite direction on the first object

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.549107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 13b91e95-dc88-4f06-b4ac-7f09e69c01f7 · outbound

This paper cites Think of a balloon. When you let go, air rushes out (action), and the balloon zooms in the opposite direction (reaction).

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Think of a balloon. When you let go, air rushes out (action), and the balloon zooms in the opposite direction (reaction)

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.535401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 238003c1-c687-4f75-bab1-20b63ab9cd8d · outbound

This paper cites When you walk, your foot pushes backward on the ground (action), and the ground pushes you forward (reaction).

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style When you walk, your foot pushes backward on the ground (action), and the ground pushes you forward (reaction)

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.521197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ffde19a4-3436-4301-9a17-72e621ab906a · outbound

This paper cites Visual Analogy:.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Visual Analogy:

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.507515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3d49bf91-bf24-4de4-8ccb-a995cc61f1e2 · outbound

This paper cites The aftermath. What happens right after the big moment?.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style The aftermath. What happens right after the big moment?

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.493814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b2595284-f89b-449a-9221-647ff91927fa · outbound

This paper cites Setting is the time and place where a story unfolds. It’s not just a backdrop—it shapes the mood, the characters, and even the plot itself.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Setting is the time and place where a story unfolds. It’s not just a backdrop—it shapes the mood, the characters, and even the plot itself

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.479820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0b2adb02-7301-4c1a-bb1c-41bdd351b4b0 · outbound

This paper cites Example:.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Example:

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.464534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9af1d196-55d3-4e04-8c4e-e0a3c72bc110 · outbound

This paper cites Think of a prokaryotic cell as a tiny, self-sufficient cabin in the woods. It has everything it needs in one room—no separate bedrooms (nucleus) or fancy kitchens (organelles).

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Think of a prokaryotic cell as a tiny, self-sufficient cabin in the woods. It has everything it needs in one room—no separate bedrooms (nucleus) or fancy kitchens (organelles)

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.451435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 675c3466-2822-461e-b52c-807fb48eafaa · outbound

This paper cites -Membrane-bound organelles: Specialized compartments (like factories, power plants, and post offices).

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style -Membrane-bound organelles: Specialized compartments (like factories, power plants, and post offices)

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.437303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cccb7336-fd21-47c7-8d60-adeb29d3bf8e · outbound

This paper cites Quick quiz! If I say ‘no nucleus, ’ is it prokaryotic or eukaryotic?.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Quick quiz! If I say ‘no nucleus, ’ is it prokaryotic or eukaryotic?

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.422328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2e5a8794-8f88-4364-82e1-0dfc4c31dd2f · outbound

This paper cites - Evolution: Eukaryotes evolved from prokaryotes—like villages growing into cities! Summary (5 minutes) "Let’s recap: 1.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style - Evolution: Eukaryotes evolved from prokaryotes—like villages growing into cities! Summary (5 minutes) "Let’s recap: 1

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.408165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 67d3e563-85b9-4535-a3de-384dd02a1c87 · outbound

This paper cites Practice drawing these cells—visualizing helps! And remember, the more you review, the easier it gets. See you next class!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Practice drawing these cells—visualizing helps! And remember, the more you review, the easier it gets. See you next class!

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.394452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eede86a7-3775-492b-b079-daa908150704 · outbound

This paper cites A theme is a universal idea explored in a text. It’s not the plot (what happens) but the deeper message (why it matters).

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style A theme is a universal idea explored in a text. It’s not the plot (what happens) but the deeper message (why it matters)

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.380095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2200a658-82bf-43ae-8ad0-12f54b755e40 · outbound

This paper cites Which theme do you think is most relevant today? Why?.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Which theme do you think is most relevant today? Why?

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.365867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8febddf0-ef4d-4035-b4e0-12773bfa9ecf · outbound

This paper cites Practice is like training for a sport—the more you do, the stronger your skills get!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Practice is like training for a sport—the more you do, the stronger your skills get!

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.352470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71595753-ef99-4acc-a0f4-0096440447ca · outbound

This paper cites an unresolved cited work.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:02.339036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71705118-fa03-4769-8dd4-98c38d4b8253 · outbound

This paper cites sin θ = Opposite Hypotenuse.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style sin θ = Opposite Hypotenuse

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.324364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 107538fb-1060-4965-afde-94c43cd00444 · outbound

This paper cites Visualization: Draw a ladder against a wall (right triangle). Label sides: hypotenuse (ladder), opposite (height), adjacent (distance from wall). Real-World Example:.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Visualization: Draw a ladder against a wall (right triangle). Label sides: hypotenuse (ladder), opposite (height), adjacent (distance from wall). Real-World Example:

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.309313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bff1e9c5-2b72-4fa7-ba8b-b047498f21cc · outbound

This paper cites A flagpole casts a 10-meter shadow when the sun is at a 30◦ angle. How tall is the flagpole?.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style A flagpole casts a 10-meter shadow when the sun is at a 30◦ angle. How tall is the flagpole?

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.294933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eeb7fbe6-b2ed-4385-ba54-4f3829ba411b · outbound

This paper cites Always draw the triangle and label sides relative to the angle θ!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Always draw the triangle and label sides relative to the angle θ!

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.280427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1e5ed079-7e96-49ae-9ba7-c7d9f36f9efd · outbound

This paper cites Trigonometry is like a muscle—the more you practice, the stronger your understanding becomes. Try solving problems daily!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Trigonometry is like a muscle—the more you practice, the stronger your understanding becomes. Try solving problems daily!

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.267045Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e406de9f-1740-43fd-9d64-9b01bd7b6ad2 · outbound

This paper cites Next class, we’ll explore how these ratios work for non-right triangles. Until then, keep practicing!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Next class, we’ll explore how these ratios work for non-right triangles. Until then, keep practicing!

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.252967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 733df7a9-baa8-449d-a734-ef40480d99a7 · outbound

This paper cites Valency is the combining power of an atom—how many bonds it can form with other atoms. Think of it like the number of ‘hands’ an atom has to hold onto other atoms!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Valency is the combining power of an atom—how many bonds it can form with other atoms. Think of it like the number of ‘hands’ an atom has to hold onto other atoms!

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.236430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c904289f-6355-4f12-b09b-e2a5d8fbf57a · outbound

This paper cites Lewis Structures are diagrams that show how atoms bond by sharing electrons. They use dots (for lone pairs) and lines (for bonds).

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Lewis Structures are diagrams that show how atoms bond by sharing electrons. They use dots (for lone pairs) and lines (for bonds)

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.221291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 778db8c0-5718-409c-96e0-3e23e9a20c4f · outbound

This paper cites Think of Lewis Structures like a dance floor. Atoms are dancers, and electrons are the music keeping them together. Each atom wants to ‘dance’ (bond) until it’s happy (full octet)!.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Think of Lewis Structures like a dance floor. Atoms are dancers, and electrons are the music keeping them together. Each atom wants to ‘dance’ (bond) until it’s happy (full octet)!

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.206276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ad1f61ac-c70a-4f96-8797-1a691a8d8b3d · outbound

This paper cites Tip: Always count valence electrons first! Mistake: Drawing incorrect central atoms (e.g., H is never central).

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Tip: Always count valence electrons first! Mistake: Drawing incorrect central atoms (e.g., H is never central)

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.190860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d76259df-fc91-434c-8fc2-c510d343e68e · outbound

This paper cites Practice makes perfect! Try drawing these structures at home, and don’t hesitate to ask questions in our next class.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Practice makes perfect! Try drawing these structures at home, and don’t hesitate to ask questions in our next class

Reference 101

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:02.176008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d1691698-ea13-4fba-af11-02de23a69f9b · outbound

This paper cites Precise Zero-Shot Dense Retrieval without Relevance Labels.

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Precise Zero-Shot Dense Retrieval without Relevance Labels

Reference 2022

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