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Paper Citation Record · LEDGER

Evaluating Human-AI Collaboration: A Review and Methodological Framework

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2407.19098.

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

pith.paper-citation-record.v1
2407.19098 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 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 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:00:26.123046Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, 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

37
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 23f3e94f-b780-435a-bfa7-7a8ca3df7728 · inbound

AI-Empowered Human Research Integrating Brain Science and Social Sciences Insights cites this paper.

AI-Empowered Human Research Integrating Brain Science and Social Sciences Insights Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-12T19:23:00.890620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T19:23:00.890620Z digest=sha256:9093a7d52e822b35e76ef31177e4add7990ddd19c7c8b6d9bbafdf50b363f508

Observation 2eea503b-f4f3-48b2-b0a8-079fca2c9c62 · inbound

Bridging Expertise Gaps: The Role of LLMs in Human-AI Collaboration for Cybersecurity cites this paper.

Bridging Expertise Gaps: The Role of LLMs in Human-AI Collaboration for Cybersecurity Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-16T00:00:26.123046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:00:26.123046Z digest=sha256:13ee4ea715b6db20e8aba57f231976bff637bb824e8c49318d85469b6785ec87

Observation 902c03ea-622e-4c79-992b-3718366ba3aa · inbound

The Human-Data-Model Interaction Canvas for Visual Analytics cites this paper.

The Human-Data-Model Interaction Canvas for Visual Analytics Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T22:17:31.125391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:17:31.125391Z digest=sha256:bf8f0951adb2d740b174217ff60217e1b4d37ec4b6a0809997bc6e1c6715a888

Observation 071f481d-85d7-4fa5-b760-b6d63cf8e41e · inbound

When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration cites this paper.

When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T10:20:06.984281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:20:06.984281Z digest=sha256:bd87676f8cd8f2f2bf4dcdbcd46a074db8cccb20c1a99402c81931c464d312e6

Observation fed68a42-d86f-4daa-baab-15b85f253215 · inbound

Interaction as Intelligence: Deep Research With Human-AI Partnership cites this paper.

Interaction as Intelligence: Deep Research With Human-AI Partnership Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T15:30:38.875640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T15:30:38.875640Z digest=sha256:353dc5db10fbd86dbc6c8f9c3be6fd65066cb17933cff6fbbd2bfe8d8144d49d

Observation 080f9bd4-2ca5-47b3-96bd-0602d0e537cb · inbound

More Human or More AI? Visualizing Human-AI Collaboration Disclosures in Journalistic News Production cites this paper.

More Human or More AI? Visualizing Human-AI Collaboration Disclosures in Journalistic News Production Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-03T10:12:38.411821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:12:38.411821Z digest=sha256:c9655c548a31b4927bbeeeff6e07c523edfff5563dfe9703528afcd646067057

Observation 2cc7931c-a730-4f9c-ad41-f3aaf31525fc · inbound

AI and Collective Decisions: Strengthening Legitimacy and Losers' Consent cites this paper.

AI and Collective Decisions: Strengthening Legitimacy and Losers' Consent Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:20:47.453846Z

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=2026-05-10T20:00:12.234340Z digest=sha256:24f20dc9298caf2a401d3683c8281aba27e31344fe1b1b069cba615c1ee1a1f4

Observation bba0e072-4c77-4699-9e7a-27477bc84033 · inbound

Imperfectly Cooperative Human-AI Interactions: Comparing the Impacts of Human and AI Attributes in Simulated and User Studies cites this paper.

Imperfectly Cooperative Human-AI Interactions: Comparing the Impacts of Human and AI Attributes in Simulated and User Studies Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:43:49.230514Z

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=arxiv_source observed=2026-05-10T09:39:56.132765Z digest=sha256:0b480fd040130b8f55bdb66a6b81fa5cf6058aec2c78e21cafa762d51f922e2f

Observation bbd04753-106b-48dc-aab1-960e5fdd9c64 · inbound

Recommendations for Efficient and Responsible LLM Adoption within Industrial Software Development cites this paper.

Recommendations for Efficient and Responsible LLM Adoption within Industrial Software Development Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-12T09:11:27.489507Z

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=arxiv_source observed=2026-05-07T11:56:16.989009Z digest=sha256:323ddfdcaff0ecdd6943dff609922f974076d05aa55e64b6ea97b4b5b741f911

Observation 90cc01c1-b60d-41bf-bf39-3be61ed7c444 · inbound

After the Interface: Relocating Human Agency in the Age of Conversational AI cites this paper.

After the Interface: Relocating Human Agency in the Age of Conversational AI Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-15T03:19:44.326194Z

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=2026-05-15T03:14:49.436352Z digest=sha256:e771a5fc8c60bd8b622088678f055d651e898e5577c189a73c7afaced7474185

Observation a7e98090-2231-4c77-9686-38a08e5dc3c4 · inbound

The Human-AI Delegation-Verification Dilemma: Individual Strategies, Collective Equilibria and Sociotechnical Lock-in cites this paper.

The Human-AI Delegation-Verification Dilemma: Individual Strategies, Collective Equilibria and Sociotechnical Lock-in Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 19

Resolution
malformed identifier
arxiv_id, observed 2026-05-21T03:43:55.690537Z

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=2026-05-21T03:42:08.309581Z digest=sha256:2f0418d3779c0add84a10e189a258eaf245b8e104674b17b7c48e55d10438294

Observation c67e26f6-7991-41f0-a8fc-598d8134245c · inbound

The Human-AI Delegation-Verification Dilemma: Individual Strategies, Collective Equilibria and Sociotechnical Lock-in cites this paper.

The Human-AI Delegation-Verification Dilemma: Individual Strategies, Collective Equilibria and Sociotechnical Lock-in Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 20

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T03:43:55.656019Z

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=2026-05-21T03:42:08.309581Z digest=sha256:26bc8a241647724b77ca267c860118eb9e7b15f48d3107298c1c6ff16a043ee9

Observation bffe088d-7d86-4da4-bfd1-564510bf3250 · inbound

The Human-AI Delegation-Verification Dilemma: Individual Strategies, Collective Equilibria and Sociotechnical Lock-in cites this paper.

The Human-AI Delegation-Verification Dilemma: Individual Strategies, Collective Equilibria and Sociotechnical Lock-in Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 19

Resolution
malformed identifier
arxiv_id, observed 2026-06-30T17:14:56.543967Z

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=2026-06-30T17:07:54.749167Z digest=sha256:ca9f032279ce136fc0641ffd1c66dcbc22046365c9172ea03a2dfafaee2e1387

Observation 0f73ef34-13b7-4958-93b8-545b0ae65e6d · inbound

The Human-AI Delegation-Verification Dilemma: Individual Strategies, Collective Equilibria and Sociotechnical Lock-in cites this paper.

The Human-AI Delegation-Verification Dilemma: Individual Strategies, Collective Equilibria and Sociotechnical Lock-in Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 20

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T17:14:56.574738Z

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=2026-06-30T17:07:54.749167Z digest=sha256:5edaf52ddb1383319d392a0ec5b7620954dc6dd2c8eaa778d2e2d9f4e6871996

Observation 74d8dc18-c82a-4b68-b018-9f259e2d187f · inbound

"It Felt a Bit Eerie": Exploring Humanlike Interactions During Collaborative Writing with an Artificial Agent cites this paper.

"It Felt a Bit Eerie": Exploring Humanlike Interactions During Collaborative Writing with an Artificial Agent Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-06-30T12:14:38.325536Z

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=2026-06-30T12:09:44.976660Z digest=sha256:d5361888333fc0d210a144c3f830362e33d4400a6195b92f795c400cba023102

Observation f396da43-47f9-4e92-bf90-0fd7cdde5a73 · inbound

Augment Engineering: A Methodology for Multi-Tool AI Orchestration Across Professional Domains cites this paper.

Augment Engineering: A Methodology for Multi-Tool AI Orchestration Across Professional Domains Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-06-30T14:34:45.613785Z

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=2026-06-30T14:28:23.013420Z digest=sha256:22fe1b81b4688a47ecd193d9868f921bed700f747bb503acb12339ffb8f0d13b

Observation 55567be3-be9e-4746-b5e1-e0b62640de3b · inbound

From Prompts to Context: An Ontology-Driven Framework for Human-Generative AI Collaboration cites this paper.

From Prompts to Context: An Ontology-Driven Framework for Human-Generative AI Collaboration Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 92

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T05:53:08.916996Z

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=2026-06-29T05:49:07.096866Z digest=sha256:7ba02276939b6aa13d51d8a18cf94714526ae4c083a5827fb04b54ed0b26e9e0

Observation d4094ffe-82c0-4a29-992f-c365c123b0aa · inbound

TUX: Measuring Human--AI Tacit Understanding cites this paper.

TUX: Measuring Human--AI Tacit Understanding Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-07-01T20:16:12.273700Z

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=arxiv_source observed=2026-06-28T21:18:37.366258Z digest=sha256:d583c4ec51585fedb6a2af7312042d1676de544e68e4cc450f4bab03597ff2b1

Observation 6307224f-830e-49e8-8155-054a7ffec53f · inbound

HiLSVA: Design and Evaluation of a Human-in-the-Loop Agentic System for Scientific Visualization cites this paper.

HiLSVA: Design and Evaluation of a Human-in-the-Loop Agentic System for Scientific Visualization Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-02T10:06:43.689611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T10:06:43.689611Z digest=sha256:660a60b90581ccfda5407c00809463bbac0dda02c480cddd1b7ada4be6696bad

Observation 7618085e-7199-42df-92e9-d447c9341b82 · inbound

Toward Resilient Human-AI Collaboration: A Lifecycle Taxonomy of Sociotechnical Risks and Cascading Failures cites this paper.

Toward Resilient Human-AI Collaboration: A Lifecycle Taxonomy of Sociotechnical Risks and Cascading Failures Evaluating Human-AI Collaboration: A Review and Methodological Framework

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-08T05:30:24.652998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:30:24.652998Z digest=sha256:b3ebb691966d178f7e3138faceb84f0799c04120451b7cb8e71a52ef3e0d40dc