Paper Citation Record · LEDGER

Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2307.03744.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2307.03744 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:43:27.752716Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

26
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 704d55cb-08f7-437b-a4d0-88ce27d96afc · inbound

Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies cites this paper.

Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Reference 110

Resolution: unresolved; no resolver link, observed 2026-08-08T04:43:27.752716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ed5f90d-296d-4fa3-9d48-c2bdafcfaf95 · inbound

NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search cites this paper.

NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T15:31:19.985567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c09c6818-50c4-4fb2-984c-f7c2a686d488 · inbound

Enhancing LLMs' Reasoning-Intensive Multimedia Search Capabilities through Fine-Tuning and Reinforcement Learning cites this paper.

Enhancing LLMs' Reasoning-Intensive Multimedia Search Capabilities through Fine-Tuning and Reinforcement Learning Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:49.963186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 513505d5-7868-4ab6-89f9-8e3a7959e2bc · inbound

Lossless Token Sequence Compression via Meta-Tokens cites this paper.

Lossless Token Sequence Compression via Meta-Tokens Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:29.141052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b691962-91b2-49cc-ae68-b99f3aed0ce0 · inbound

K-order Ranking Preference Optimization for Large Language Models cites this paper.

K-order Ranking Preference Optimization for Large Language Models Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:00.886166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78100922-92d8-4578-9f3c-6e3dc5a1aec6 · inbound

Understanding Mental Models of Generative Conversational Search and The Effect of Interface Transparency cites this paper.

Understanding Mental Models of Generative Conversational Search and The Effect of Interface Transparency Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:57.542717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 932e78cd-c4cc-4750-86bc-56d056bf4e35 · inbound

News Source Citing Patterns in AI Search Systems cites this paper.

News Source Citing Patterns in AI Search Systems Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T19:47:23.863770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f67440ef-d6bc-40b8-9000-c4729db4fc98 · inbound

From Query to Conscience: The Importance of Information Retrieval in Empowering Socially Responsible Consumerism cites this paper.

From Query to Conscience: The Importance of Information Retrieval in Empowering Socially Responsible Consumerism Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Reference 91

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T15:15:31.641237Z

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 43fe20b0-16a5-41b1-84d4-4aa6be4a5e4b · inbound

Profiling for Pennies: Unveiling the Privacy Iceberg of LLM Agents cites this paper.

Profiling for Pennies: Unveiling the Privacy Iceberg of LLM Agents Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:26:09.294951Z

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 e275c50f-31ae-4079-9fc2-56c93312aa32 · inbound

Understanding and Supporting Online Discussion with Opinionated Chatbots cites this paper.

Understanding and Supporting Online Discussion with Opinionated Chatbots Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-07-03T12:58:07.553225Z

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 790d99d5-48e2-4e46-9474-f87e4dac3676 · inbound

Directional AI Advice: Experimental Evidence from Healthcare cites this paper.

Directional AI Advice: Experimental Evidence from Healthcare Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-10T02:56:43.511791Z

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.