Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:22:02.102954Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 100 of 101 outbound references and 0 inbound Pith citation observations for arXiv:2505.19173.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:22:02.102954Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
100 of 101 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 596cd0e7-e868-4554-8413-8807e0f4ff80 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa3506c3-5834-4ba6-8529-c0c751e84a89 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b649a21d-fddb-457a-bb3e-e0ab4715ff0e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dba8816b-f755-41dc-982d-e89a54d0d424 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e743d5a1-12f7-46d7-8bf9-3a6d3c7e34af · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65426eff-cc51-42ae-8918-b238dddce749 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f973713-2811-4bd7-925e-1c1d1e060fc1 · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Engagement Check:
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a6b3ccc7-712b-46ba-91aa-50281b0c7d4d · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Visual Aid: Draw a simple
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e774ba4-93a8-4b2a-a4dd-403052246f12 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75175079-b40d-43e3-942d-c2f862f151dd · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12a96913-a9c4-4bb2-bcac-36c445ec3f7f · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e15fc7c-1d87-4bbe-83b9-c183c2243ad5 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aee47171-d72e-4a91-b63d-631f0536c14b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 598e2475-6d90-4dd0-9c44-08a164e3d584 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebd852e1-5f50-4a68-9876-0c757a8cf832 · outbound
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 396fef52-d70a-46e6-8bf1-3ffc97c1d46d · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1bdf94f-2f22-4133-abb6-a50a204dd870 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a649954a-0079-4b3c-8e7f-77b7e23771ca · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11d32e3e-3654-431f-ba66-88960bc15051 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5c8dd9c-3224-4d2b-b68b-99f7f03ef3c0 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 313f7f7c-51c6-4b23-abda-7f9d695d47f1 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6d523d8-cb05-48c8-9e0b-24509d9e1599 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05c46091-55fd-4035-86cc-7320425827c5 · outbound
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 29dc74f9-4132-4936-bbde-03937fd6c038 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 96049163-5d6c-43d6-8e4a-9b362cbb5537 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 15bcabad-bd3d-4a97-8fd6-2bea4298a1f8 · outbound
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d3f47375-9813-4630-b54f-204000302fb3 · outbound
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 488681b0-5f5c-4b58-a0ca-896f30ae1b8d · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Construction Crew
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 02585776-8e84-4c4f-8cca-02d4bb7c7fc6 · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style brain" of the cell). - Mitochondria (the
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a86199c9-7ab4-41e7-a77a-7bbcbde66987 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4c36789a-3235-4292-b752-a66f6a57aabf · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 32ad2bb5-547c-4aa9-81cb-9a545643d3e1 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f6495a8c-326c-4d17-8f37-0206380d6f5c · outbound
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 530f50cd-00aa-4de8-8b2d-f80053b26934 · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0e90b2d7-a1f2-4523-94a4-15106661e49a · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bea8472b-90e0-4cc4-be54-d7bfffa88144 · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ae644331-bd08-45c7-b941-47bf9fe76b5f · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8b554c6e-eb8b-484a-9d91-ae388a44ad32 · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style - Key parts: center, axes, vertices, foci
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 73b02608-bfdb-4d0f-af47-52adf895bd57 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3cb46a4d-14bd-4144-8446-4aa12421d8b1 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bbc8a655-1135-4a67-a1a8-fb8a4be686c9 · outbound
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 38d97e61-ecdf-473f-a527-bd9772e241fc · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 61be8ae4-a638-4bc3-bd3c-f5c5d7d95acf · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 815e1e88-3b34-49e5-8b42-906e121312ac · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Figurative language makes writing more vivid
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c33309ee-4355-400a-8786-5140c9a5d5d2 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9c4d8550-1b22-406b-8086-9e0a4ea4c777 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d4883726-c0fa-4712-9fa3-470588c6107d · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a258b239-fd68-4301-a402-fc70aa038224 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 88121a04-f68a-45d4-8693-87a9670a63eb · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c1836592-0e60-4a9a-86a0-c21cca1f29af · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 34b19647-d96b-4d18-a3c4-3b53cb31e37d · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ab1d9e81-01bc-4570-812f-ff2b630ac3c9 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0a2a1cba-4f17-453e-b7a9-108f15363aa2 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f7472508-d2bf-4105-b44b-59bef457b1e7 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f4772bf3-99fc-476c-a67d-f66c8bbced06 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4b75cd13-9f13-4c60-85ba-56a53f332490 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eec28336-8af7-4c54-9612-6eb0a95cee02 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 51aa022b-ed3b-4ad6-b8e7-e3ed250127b7 · outbound
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 23141158-dddf-40ab-aeab-4bd5e7f2d90d · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e5559955-f7dd-4503-9b15-ba4f76490adf · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b746efc3-1da4-411c-99f6-9b9f3933566e · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Engagement Check:
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 73a08fbd-ee93-4cd1-b73f-92db41dafdbc · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style storytelling camera
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 99a58610-af66-4086-9480-3fa365918f13 · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style I/we") → Personal, limited. - Second-Person (
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4e9a84e8-a72b-4dbd-be26-ec8604b6a9e7 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2643e7d6-4908-4aa7-811c-95d405d572b1 · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Example Problem:
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8ec245e0-a209-44c8-9b0b-4a57fd61ac82 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 27577c26-8a9f-47f0-88df-4da41d5eed05 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e51cedb3-c5c8-4ba4-9d90-eee4bab6386d · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 73839fab-3c9e-427e-915a-074d06e8c773 · outbound
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ec13b1b1-799e-4133-9077-d5cc6dc47321 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 11836b10-b902-43ef-b781-e8159be418d6 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 085b6567-ec09-474f-9868-160db820c2be · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 393783ff-bf24-4e2c-844a-af925340477b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 13b91e95-dc88-4f06-b4ac-7f09e69c01f7 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 238003c1-c687-4f75-bab1-20b63ab9cd8d · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ffde19a4-3436-4301-9a17-72e621ab906a · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Visual Analogy:
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3d49bf91-bf24-4de4-8ccb-a995cc61f1e2 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b2595284-f89b-449a-9221-647ff91927fa · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0b2adb02-7301-4c1a-bb1c-41bdd351b4b0 · outbound
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9af1d196-55d3-4e04-8c4e-e0a3c72bc110 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 675c3466-2822-461e-b52c-807fb48eafaa · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cccb7336-fd21-47c7-8d60-adeb29d3bf8e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2e5a8794-8f88-4364-82e1-0dfc4c31dd2f · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 67d3e563-85b9-4535-a3de-384dd02a1c87 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eede86a7-3775-492b-b079-daa908150704 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2200a658-82bf-43ae-8ad0-12f54b755e40 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8febddf0-ef4d-4035-b4e0-12773bfa9ecf · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 71595753-ef99-4acc-a0f4-0096440447ca · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style Unresolved cited work
Reference 90
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 71705118-fa03-4769-8dd4-98c38d4b8253 · outbound
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style sin θ = Opposite Hypotenuse
Reference 91
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 107538fb-1060-4965-afde-94c43cd00444 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bff1e9c5-2b72-4fa7-ba8b-b047498f21cc · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eeb7fbe6-b2ed-4385-ba54-4f3829ba411b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1e5ed079-7e96-49ae-9ba7-c7d9f36f9efd · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e406de9f-1740-43fd-9d64-9b01bd7b6ad2 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 733df7a9-baa8-449d-a734-ef40480d99a7 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c904289f-6355-4f12-b09b-e2a5d8fbf57a · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 778db8c0-5718-409c-96e0-3e23e9a20c4f · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ad1f61ac-c70a-4f96-8797-1a691a8d8b3d · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d76259df-fc91-434c-8fc2-c510d343e68e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d1691698-ea13-4fba-af11-02de23a69f9b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.