Quantifying the Ease of Scientific Discovery · Agentic Research Directory

Evidence & verification

Source level

Peer-reviewed source
Grounded in a peer-reviewed publication. This describes the source; it does not mean the reported results have been independently reproduced.

Outcome verification

Author-reported
Outcomes are reported by the team that built the system. The entry is source-checked against the team's own publications; not independently reproduced.

Sources checked

2026-10-17 (UTC)

Primary-source metadata/abstract review (arXiv, live 2026-10-17) plus published DOI registration. The published version was not inspected in full.

Source-checked does not mean independently reproduced. See the Method page for how these labels are assigned.

Sources (1)

Research applicability

Peer-reviewed study proposing a quantitative method for examining the ease of scientific progress, applied to historical discovery timelines for species, chemical elements and minor planets.

Getting started

Read the Scientometrics article (DOI 10.1007/s11192-010-0232-6) or the arXiv deposit (0912.1567).

Maintenance

Maintenance status not independently audited.

License

Not independently audited.

Workflow & human oversight

Resource-level classification is intentionally unspecified; instantiated workflows may differ. Humans set objectives, supply data and check outputs.

Workflow level is not an evidence score; higher is not better evidence.

Approach

Fits historical discovery timelines (new species, chemical elements, minor planets) to an exponential decay model of discovery difficulty as a quantitative measure of the ease of scientific progress.

Limitations

Methodological study; the modelling assumption is the author's argument and was not independently assessed. Only the abstract and metadata of the published version were checked; the full text was not inspected in this review.

Reproducibility

Live source checks 2026-10-17: arXiv metadata/abstract and DOI registration. No data, model or claimed result reproduced.

Adoption requirements

Research paper; no software release confirmed in checked sources. Reuse would require the underlying historical discovery datasets.

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