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Paper Citation Record · LEDGER

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement

As of 20 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2508.02634.

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

pith.paper-citation-record.v1
2508.02634 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:46:51.378879Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

61 of 61 outbound references displayed

  • verified exact1
  • verified fuzzy53
  • unresolved5
  • parse uncertain2
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 27399041-9f3b-4740-bbc3-3129fd1bb56b · outbound

This paper cites Agent s2: A compositional generalist-specialist framework for computer use agents.����� �������� ����������������, 2025.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Agent s2: A compositional generalist-specialist framework for computer use agents.����� �������� ����������������, 2025

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:52.153139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 67ffdeca-c822-470e-80e1-d06a281119f9 · outbound

This paper cites A model of delegated project choice.������������, 78(1):213–244, 2010.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement A model of delegated project choice.������������, 78(1):213–244, 2010

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:52.141384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 62d2862c-c7bc-41ef-8a7a-63e4640d0278 · outbound

This paper cites These deals won’t last! longevity, uniformity and bias in product badge assignment in e-commerce platforms.����� �������� ����������������, 2022.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement These deals won’t last! longevity, uniformity and bias in product badge assignment in e-commerce platforms.����� �������� ����������������, 2022

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:52.129748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.125483Z digest=sha256:690c5a42f37bda9d460f09d1624ba176e8ed764e67fbb4fd403a607428e3c2fc

Observation 53692d27-d616-41d5-97c9-cdab5b8224c1 · outbound

This paper cites Bijmolt, Harald J.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Bijmolt, Harald J

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:52.118018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.130847Z digest=sha256:74f7859b3ecda9f25646d965884d63ace62799935d1aab087cde40be11d01e7b

Observation 597e8fd9-7545-404b-a162-25ece71036d5 · outbound

This paper cites Win- dows agent arena: Evaluating multi-modal os agents at scale.����� �������� ����������������,.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Win- dows agent arena: Evaluating multi-modal os agents at scale.����� �������� ����������������,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:52.103540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.136230Z digest=sha256:76baf16a5f4342129c888c38291f85020d9fd3df03a600f51205ef456604acb8

Observation 7335e527-5599-468f-9f27-f50e47e95c8d · outbound

This paper cites Using llms for market research.������� �������� ������ ��������� ���� ������� �����, (23-062), 2023.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Using llms for market research.������� �������� ������ ��������� ���� ������� �����, (23-062), 2023

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-15T17:46:52.092474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.141124Z digest=sha256:54237fec21e17c8a697d24e2cd28ea8813fbfbbbdcb216a53559d8cac48dd96d

Observation 22d1fa50-5f78-43f2-a193-818df63ae550 · outbound

This paper cites Online search and product rankings: A double logit approach.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Online search and product rankings: A double logit approach

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:52.080268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.145604Z digest=sha256:f3bde258842552c0830b1f283a0c61739d83b9c80cb8bbb7eec3929ac9a03d68

Observation 65a968ff-dc2d-42b6-8898-286a37af66f8 · outbound

This paper cites A shopping agent for addressing subjective product needs.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement A shopping agent for addressing subjective product needs

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:52.067971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.149919Z digest=sha256:efa8e67309e3aa3e3a12f2bc7320c3e3e6e240075f405f08f0293224305baa5e

Observation 86d9c9ac-e225-4bcd-b8f3-ba2f7fe1b707 · outbound

This paper cites Assortment optimization under variants of the nested logit model.���������� ��������, 62(2):250–273, 2014.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Assortment optimization under variants of the nested logit model.���������� ��������, 62(2):250–273, 2014

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:52.056324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.153815Z digest=sha256:b66b4a89da7f1daf3b537b257259788859bbd535299799b8b8e9eced0f878aeb

Observation 877463a8-1d1c-44b5-879f-0d8ace4f2f9a · outbound

This paper cites Mind2web: Towards a generalist agent for the web.�������� �� ������ ����������� ���������� �������, 36:28091–28114, 2023.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Mind2web: Towards a generalist agent for the web.�������� �� ������ ����������� ���������� �������, 36:28091–28114, 2023

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:52.044143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.157766Z digest=sha256:d748d8e713fc5005b13940c9254ddfe39c6986ba0b1c2b7a3df3ba567fdb587f

Observation 7add42f2-a1a0-4243-9558-738271898afc · outbound

This paper cites Product rank- ing on online platforms.���������� �������, 68(6):4024–4041, 2022.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Product rank- ing on online platforms.���������� �������, 68(6):4024–4041, 2022

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:52.033272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.161819Z digest=sha256:3644bd80f3ec6fda2f4ca032fd3a3f9dc75d0e869cf6e8e7d52ab2c82078330a

Observation fb588ebd-ce8b-4dab-8afd-e1f9f9c8ee51 · outbound

This paper cites Constrained assortment optimiza- tion under the markov chain–based choice model.���������� �������, 66(2):698–721, 2020.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Constrained assortment optimiza- tion under the markov chain–based choice model.���������� �������, 66(2):698–721, 2020

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:52.021497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.165768Z digest=sha256:c4ce1fb8c9e9da87759f1ffb502e8e1740b1dcb8a09d9154c686fc5364f94c17

Observation 3936992d-e261-42c9-812f-42ae01948f15 · outbound

This paper cites Ai agents are changing how people shop.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Ai agents are changing how people shop

Reference 13

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verified fuzzy
raw_fallback, observed 2026-08-15T17:46:52.009602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.170106Z digest=sha256:4f8a9ce2915773c88a96161771b2a4af7116a77d10cca5eec3e71d31f63eab62

Observation 9b3fa252-10d7-493d-8823-224ff1d55cac · outbound

This paper cites Examining the impact of ranking on consumer behavior and search engine revenue.���������� �������, 60(7):1632–1654, 2014.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Examining the impact of ranking on consumer behavior and search engine revenue.���������� �������, 60(7):1632–1654, 2014

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.998307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.173957Z digest=sha256:a736755e002adc96375f59f907a12bde555240d76c6f05d2b7199fb6769a5d74

Observation fd0a82e0-adb2-4bd6-8f3f-10612be8dacd · outbound

This paper cites Frontiers: Can large language models capture human prefer- ences?��������� �������, 43(4):709–722, 2024.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Frontiers: Can large language models capture human prefer- ences?��������� �������, 43(4):709–722, 2024

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.986976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.177476Z digest=sha256:f7e1713944cbcfd61bc7db9924d3dcaa507eb3fcf08fba99c40befab4a6a9cd0

Observation 9bdd67e7-6416-47a7-b261-18608ab14a9d · outbound

This paper cites Near-optimal algorithms for the assortment planning problem under dynamic substitution and stochastic demand.���������� ��������, 64(1):219–235, 2016.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Near-optimal algorithms for the assortment planning problem under dynamic substitution and stochastic demand.���������� ��������, 64(1):219–235, 2016

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.975950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.181096Z digest=sha256:0701b7a388d0767d4c732f0f162eefab24cc30c2a0a1777da992f4c1a0cd9c6c

Observation 2844953c-81e8-4ceb-bb13-09409d18b467 · outbound

This paper cites Designing Algorithmic Delegates: The Role of Indistinguishability in Human-AI Handoff.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Designing Algorithmic Delegates: The Role of Indistinguishability in Human-AI Handoff

Reference 17

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.184500Z digest=sha256:10cbac3c4b2273fd979166776a73d6e64f73b0562731137c17791f2d58cf105f

Observation c50d569a-b441-4589-9b85-0ec5d8f859a4 · outbound

This paper cites Delegating to multiple agents.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Delegating to multiple agents

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.963359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.188659Z digest=sha256:d927b4412449a886e25fc30600d3e4ee924675b998f69d6830f56659f265b231

Observation 4f794231-1697-4372-acea-277c8e294797 · outbound

This paper cites Lilium: ebay’s large language models for e-commerce.����� �������� ����������������, 2024.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Lilium: ebay’s large language models for e-commerce.����� �������� ����������������, 2024

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.951633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.192637Z digest=sha256:57fad25cfd8de1981664ec76c6d646eb6bd2d18a4d4685cc88e856b761c3380d

Observation 6f78af30-23ea-4e55-8ce9-45c8be95fa2f · outbound

This paper cites Large language models as simulated economic agents: What can we learn from homo silicus? Technical report, National Bureau of Economic Research, 2023.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Large language models as simulated economic agents: What can we learn from homo silicus? Technical report, National Bureau of Economic Research, 2023

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.939971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.196543Z digest=sha256:87a3a75ee107127569cf11e1b3b77546bfb6411bd1eb7ed3f96f46d8897a02ab

Observation e180ce30-b123-41fa-9682-73e48e31c926 · outbound

This paper cites The dawn of gui agent: A preliminary case study with claude 3.5 computer use.���� �������� ����������������, 2024.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement The dawn of gui agent: A preliminary case study with claude 3.5 computer use.���� �������� ����������������, 2024

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.928154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.200692Z digest=sha256:c096ac77b976150eeaa3810faae715adb01e81e5724182908ddddd14b6edb063

Observation 1c7f7df4-444b-44fb-8484-11d29d73652f · outbound

This paper cites Social status and badge design.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Social status and badge design

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.916776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.204134Z digest=sha256:f4194ccc6fb54afcd9fc5457ec47d683db40b8992a0adad83f6d860ffe5d9c6e

Observation 9033b54e-71bf-492b-ab16-5e30fd8c9c36 · outbound

This paper cites Shopping mmlu: A massive multi-task online shopping benchmark for large language models.����� �������� ����������������, 2024.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Shopping mmlu: A massive multi-task online shopping benchmark for large language models.����� �������� ����������������, 2024

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.905163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.207815Z digest=sha256:526667b2664350998a77bc4f5c53cc567d0a9beeea0bd158940fbd4585870a5a

Observation 507acf85-1f9a-4d08-bd46-85d48507644b · outbound

This paper cites The cost of dynamic reasoning: De- mystifying ai agents and test-time scaling from an ai infrastructure perspective.���� �������� ������������������, 2025.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement The cost of dynamic reasoning: De- mystifying ai agents and test-time scaling from an ai infrastructure perspective.���� �������� ������������������, 2025

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.893998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.211438Z digest=sha256:f5c078fc6e4f8bc2ed512bf77f51af7e0258915716531765aec387e03db338b1

Observation b08f875e-7797-4550-966a-992d81b79a06 · outbound

This paper cites Delegated search approximates efficient search.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Delegated search approximates efficient search

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.882627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.214933Z digest=sha256:5e844978331842f83863c3e60d3284389757da951ceef5649815e5b6cb59caac

Observation 4dfdfa8d-e21c-4d93-b012-71a85903a320 · outbound

This paper cites Visualwebarena: Evaluating multimodal agents on realistic visual web tasks.����� �������� ����������������,.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Visualwebarena: Evaluating multimodal agents on realistic visual web tasks.����� �������� ����������������,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.871212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.218612Z digest=sha256:a96f5c759e5455c1addecbd47c88e16376bd3dea7851e0119dc4fdd562e4c44b

Observation 2e0f813d-8444-4e0e-8951-70928c34da01 · outbound

This paper cites Assortment planning: Re- view of literature and industry practice.������ ������ ����� ����������, pages 209–246, 2008.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Assortment planning: Re- view of literature and industry practice.������ ������ ����� ����������, pages 209–246, 2008

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.859583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.222209Z digest=sha256:95fb2ccd2dbc4034fe234863fdd7fd6d2075d8608fe6ec6816e2cf1d9f36857f

Observation a0d666bd-c580-40d0-a8e3-9d2bdfc0710b · outbound

This paper cites Harnessing natural experiments to quantify the causal effect of badges.����� �������� ����������������, 2017.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Harnessing natural experiments to quantify the causal effect of badges.����� �������� ����������������, 2017

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.847992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.226133Z digest=sha256:3b469f6508437877931d457f413ae68b0cec7973ec3815282c8176305235d8ef

Observation c7cc9907-482a-489c-b675-5d4b74c3767c · outbound

This paper cites Product badges and consumer choice on digital platforms.��������� �� ���� �������, 2024.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Product badges and consumer choice on digital platforms.��������� �� ���� �������, 2024

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.836426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.230511Z digest=sha256:eab1a11d19eb0fb4296bc19aac69d4d02f13157bb5c2be482a8262c65262ac75

Observation f2e72fea-2e84-4b53-8332-7a2f3d7978ae · outbound

This paper cites Deepshop: A benchmark for deep research shopping agents.����� �������� ����������������, 2025.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Deepshop: A benchmark for deep research shopping agents.����� �������� ����������������, 2025

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.824480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.234950Z digest=sha256:a0cb935918474d6a9b5fa39467a93c01b3299380e96ac46eaea8ee7293c775ef

Observation ba5e90ad-817e-4d0f-b29e-1fdedc2cdc7c · outbound

This paper cites Androidworld: A dynamic benchmarking environment for autonomous agents.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Androidworld: A dynamic benchmarking environment for autonomous agents

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.812402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.238972Z digest=sha256:53744b8e315aa6673c28b61f56db0bae9dc3b2eafb11eee5ae0603ec01c6d7bd

Observation afdd3626-f602-422e-a098-8ced684c35c2 · outbound

This paper cites Conditional logit analysis of qualitative choice behavior.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Conditional logit analysis of qualitative choice behavior

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.800973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.244135Z digest=sha256:3cbc486aa2d23a792b43882544ceca72d19436bfb40141e2ab7311ef3a3edacc

Observation 6e69522c-58a7-4d49-a038-801b3cf4d2f6 · outbound

This paper cites Patil, Ion Stoica, and Joseph E.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Patil, Ion Stoica, and Joseph E

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.789681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.248426Z digest=sha256:e013bc4083f584befb83a2dedc54c6430f30b29f43a7d901343393ca36a23a6d

Observation f2994eeb-1f23-448c-a9b9-ecaceb5fd68e · outbound

This paper cites O’Brien, Carrie J.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement O’Brien, Carrie J

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.778402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.253257Z digest=sha256:3643e476eb450f1cbd6450f45f4beade79737cbec24d95b607fccbe6b8820b34

Observation 0c9253fc-eaeb-4b20-b55b-1e7407e8a245 · outbound

This paper cites ecellm: Generalizing large lan- guage models for e-commerce from large-scale, high-quality instruction data.����� �������� ����������������, 2024.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement ecellm: Generalizing large lan- guage models for e-commerce from large-scale, high-quality instruction data.����� �������� ����������������, 2024

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.766969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.256904Z digest=sha256:295d5a2847f6ffbc152bfdc79161349010e1668ae57bfe1c1da7ad190d01dfe6

Observation 80b468f8-e3c0-44ce-a007-15d8b03a0fe2 · outbound

This paper cites A mega- study of digital twins reveals strengths, weaknesses and opportunities for further improve- ment.����� �������� ����������������, 2025.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement A mega- study of digital twins reveals strengths, weaknesses and opportunities for further improve- ment.����� �������� ����������������, 2025

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.753411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.261210Z digest=sha256:4bab3878a2a981071af77b3616b006d03d13d209b10be626271c8f8f056bf14c

Observation 6429bbb2-5e84-4db4-9187-dcefcacd6202 · outbound

This paper cites A survey of efficient rea- soning for large reasoning models: Language, multimodality, and beyond.����� �������� ����������������, March 2025.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement A survey of efficient rea- soning for large reasoning models: Language, multimodality, and beyond.����� �������� ����������������, March 2025

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.740636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.266024Z digest=sha256:22d15b07320d9dc0e93d3b07695ae36e61a9e5d4a802f9aee1eca5a861fd7332

Observation 3b553290-3937-4148-ba4c-ecc61ddab4d2 · outbound

This paper cites Springer US, 2022.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Springer US, 2022

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.727602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.270193Z digest=sha256:00ed9110bc6d494fd4bfce599bfa66ecc2574a95da26feec4900944184a8f5fb

Observation 3803cd2b-181e-43a6-8528-948d94b72db7 · outbound

This paper cites Roumeliotis, and Manoj Karkee.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Roumeliotis, and Manoj Karkee

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.715218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.275584Z digest=sha256:7fbfc0ce339837d298ddc9a69f2415996e482d0a3023b311f9f4a0bd6a9199c2

Observation d0f47a6f-6ee9-4635-801e-6f02078bf454 · outbound

This paper cites Database report: Twin-2k-500: A data set for building digital twins of over 2,000 people 34 based on their answers to over 500 questions.��������� �������, 0(0), 2025.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Database report: Twin-2k-500: A data set for building digital twins of over 2,000 people 34 based on their answers to over 500 questions.��������� �������, 0(0), 2025

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.703168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.279460Z digest=sha256:2e29788d2014a8842bee291f4b1c0f56dfed28eb7de68ce02143f2adad2ab016

Observation 7a0d5202-3082-4c38-9bbe-7fd448c88709 · outbound

This paper cites The power of rankings: Quantifying the effect of rankings on online con- sumer search and purchase decisions.��������� �������, 37(4):530–552, 2018.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement The power of rankings: Quantifying the effect of rankings on online con- sumer search and purchase decisions.��������� �������, 37(4):530–552, 2018

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.690802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.283273Z digest=sha256:aed8b7024dd47faa319df9c801d27477d93ca3f8f6b9ab3c8ecea9e4ee8d0071

Observation c2792d45-b076-4f29-b2b6-d93a4466faa6 · outbound

This paper cites Large language models for market re- search: A data-augmentation approach.����� �������� ����������������, 2024.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Large language models for market re- search: A data-augmentation approach.����� �������� ����������������, 2024

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.678023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.287128Z digest=sha256:17101ef0bc3b62efba49dca6cfc89f8c2e2f98d8617f426f3517c6a5fe15a222

Observation 4dde7d6f-b1f9-4e3c-b5cf-39aa1d5f8e1e · outbound

This paper cites Agent.xpu: Efficient scheduling of agentic llm workloads on heterogeneous soc.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Agent.xpu: Efficient scheduling of agentic llm workloads on heterogeneous soc

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.664754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.291417Z digest=sha256:886f011ba62b161ca8e2532782e819bd018e7ec063262b114c33aa5a9fd3bc1a

Observation 77963354-bcab-4503-be42-c66d8929d14e · outbound

This paper cites Osworld: Benchmark- ing multimodal agents for open-ended tasks in real computer environments.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Osworld: Benchmark- ing multimodal agents for open-ended tasks in real computer environments

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.648970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.295240Z digest=sha256:23316fa025c7714ab7826e018e0fb64a05a94655a3c564d644a58dc406595135

Observation 3ecda471-5ccc-4ab1-a1df-ad0144a47f1a · outbound

This paper cites Pumgpt: A large vision-language model for product understanding.����� �������� ����������������, 2023.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Pumgpt: A large vision-language model for product understanding.����� �������� ����������������, 2023

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.633390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.299682Z digest=sha256:ddf345df615c56e781713f6c3f44ee839cd2f8fd4e7bbe3c52a9489677fb9b6d

Observation dffce92d-caec-4f40-88b5-54206f9026ba · outbound

This paper cites Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.617458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.304509Z digest=sha256:040386ec784273e47175c0a5627e55672ea228111c19499253bd8b2ebf38d7f5

Observation 6d14c310-658c-41bd-b794-f96627f3a109 · outbound

This paper cites Webshop: Towards scal- able real-world web interaction with grounded language agents.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Webshop: Towards scal- able real-world web interaction with grounded language agents

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.603689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.308833Z digest=sha256:5c35aba1b1be93db29af8126d36e39e5945c6e0219104d8371b7cc1cc684329a

Observation cb9270ae-f4bf-4f6f-8cd2-d1852526e45f · outbound

This paper cites Ui-tars: Pioneering auto- mated gui interaction with native agents.����� �������� ����������������, 2025.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Ui-tars: Pioneering auto- mated gui interaction with native agents.����� �������� ����������������, 2025

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.589256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.312732Z digest=sha256:020f838604b213cb9f84197802c4edd745e0a28d8600daef19afb5b9de2ca74d

Observation d4340e20-88e7-4b0a-9528-1fcb87d161bc · outbound

This paper cites Gpt-4v(ision) is a generalist web agent, if grounded.����� �������� ����������������, 2024.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Gpt-4v(ision) is a generalist web agent, if grounded.����� �������� ����������������, 2024

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.576851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.316539Z digest=sha256:08c4bf79318e519a66e33fecc20815e106b3a71053e953450a0cc071ce50e8bf

Observation 9f349ace-bac6-4152-8f1d-7c0ee56ec466 · outbound

This paper cites Webarena: A realistic web environment for building autonomous agents.����� �������� ����������������, 2024.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Webarena: A realistic web environment for building autonomous agents.����� �������� ����������������, 2024

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.563566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.320275Z digest=sha256:819fc0324f992216fdacdce611ecee88fdad3834b03f13e8b1f59e7544641fb8

Observation 47ee457f-afb5-407a-9b64-2f23ad83c376 · outbound

This paper cites agents” are simply a VLM (or LLM) given the ability to interact with the external world through “tools.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement agents” are simply a VLM (or LLM) given the ability to interact with the external world through “tools

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.549446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.324470Z digest=sha256:11bed8873cbbae1114cb0ba36126c38d169defabf4a618e104479bcfb9e4fd8b

Observation 9892f267-2139-445c-b490-ed9d7d146c45 · outbound

This paper cites an unresolved cited work.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:51.536628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.328244Z digest=sha256:3e09aada19f1ec88dc3fd959fb55554f0123b91f3cd32b66d9c66ec2a1df6763

Observation 49764d02-a61b-432d-81ce-ccdc25edf1ac · outbound

This paper cites an unresolved cited work.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Unresolved cited work

Reference 53

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T17:46:51.525379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.333314Z digest=sha256:a57218c5d16057dd0cdbcfaac7c19685e3195fc7272f7f93431b13a883cffc17

Observation 251194ac-0db1-4bed-a3ae-8367316073ad · outbound

This paper cites an unresolved cited work.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Unresolved cited work

Reference 54

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T17:46:51.513322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.338358Z digest=sha256:4d6d59949ab4694f9cd848a80ab6ed8c3df7d64b77a1c85a0b0492f43f5b13c0

Observation 4fd653b3-08d3-4390-afa7-bb7bfac87317 · outbound

This paper cites batch processing.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement batch processing

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.503111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.342038Z digest=sha256:66e7b9ccb2cb461939699e2f4b4c67379ea789e09b789cba848b9af85bb3e37f

Observation 3784d352-1612-4b17-b8fe-d9a6997ba1aa · outbound

This paper cites prioritize price.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement prioritize price

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.492083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.347000Z digest=sha256:2fd45e37ce810d3a9c12a815c45d4f4a5d373cfa658bf1ed0ce8471a8648830a

Observation 63096c47-7f6f-4e14-b530-6702fb15e262 · outbound

This paper cites an unresolved cited work.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:51.445991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.364383Z digest=sha256:517829f0e4bdcf2215f1c2cea0d62490064c4f9d5f8733d4226c4c144f6972b4

Observation 471de3eb-cb6d-4f47-b307-40895256d6e8 · outbound

This paper cites an unresolved cited work.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:51.480460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.368247Z digest=sha256:a705291ca9cd8a6333035300b4fdce73a3886257524c354393a3c995896dea9c

Observation cf0e6ee6-de31-4fb5-a0cb-268568ae316e · outbound

This paper cites an unresolved cited work.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:51.468700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.372021Z digest=sha256:413b997cb7e7568e3b0a4f83de46cfe34d32228f45a56c44f67939fa8e7821ec

Observation 9a52981c-cedc-4f44-a465-f8df3b1f1080 · outbound

This paper cites an unresolved cited work.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:46:51.457640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.375485Z digest=sha256:7de0c852e077f5a2be1aaf0405dbc0aec4600af8635e1febf6dcd149488966d8

Observation 25abd0e4-f30b-499f-8e22-b7287e788ecd · outbound

This paper cites selected product number.

Actionable Counterfactual Explanations Using Bayesian Networks and Path Planning with Applications to Environmental Quality Improvement selected product number

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:46:51.432912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T17:46:51.378879Z digest=sha256:b32ae12ce1fbfa4089f7f9652fadbea4019aed422b70cb8fd080103891cdcd1b

Pith citing papers

No inbound Pith citation observations are available.