Paper Citation Record · LEDGER

Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2505.04651.

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

pith.paper-citation-record.v1
2505.04651 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:15:14.216409Z

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

0
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 3f1cd496-e7d9-4aa3-8739-5109d4c54ad1 · inbound

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture cites this paper.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:29.379509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 290b560f-4098-4835-bcd9-0c0ce0ae8467 · inbound

Evidence-Grounded Frontier Mapping and Agentic Hypothesis Generation in Nanomedicine cites this paper.

Evidence-Grounded Frontier Mapping and Agentic Hypothesis Generation in Nanomedicine Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:43:12.384589Z

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 87caa777-0906-4248-8b5a-93f951c1082b · inbound

CMAX-CAMEL: A Coarse-to-Fine Adaptive, Memory-Efficient, and Low-Power Edge Processor for Contrast Maximization cites this paper.

CMAX-CAMEL: A Coarse-to-Fine Adaptive, Memory-Efficient, and Low-Power Edge Processor for Contrast Maximization Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T18:50:02.070125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86582aa7-fb77-4dc0-92e0-9d92798effb3 · inbound

Hallucination Cascade: Analyzing Error Propagation in Multi-Agent LLM Systems cites this paper.

Hallucination Cascade: Analyzing Error Propagation in Multi-Agent LLM Systems Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-02T21:07:23.599515Z

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 c793502c-3af7-4c80-8079-6feeceb1a5d4 · inbound

Style Wins, Substance Loses: A Diagnosis of LLM-as-Judge in Idea Generation cites this paper.

Style Wins, Substance Loses: A Diagnosis of LLM-as-Judge in Idea Generation Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-04T23:25:09.705413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c975c77e-cbf9-4027-ae55-849309eea453 · inbound

Style Wins, Substance Loses: A Diagnosis of LLM-as-Judge in Idea Generation cites this paper.

Style Wins, Substance Loses: A Diagnosis of LLM-as-Judge in Idea Generation Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T00:15:14.216409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.