Investigations

“A 2026 PLOS One study reported that an Iron Age industrial compound at Tel Shiqmona was used seasonally for olive pressing, livestock sheltering, textile production, and probably purple-dye production.”

Checks out so far. 3 hold up so far.

Score: 0.6318 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 50% · 25% counted

3 claims · recorded 29 September 2026 · provisional until audited

“On 300 tutorial-derived benchmark questions, Paper2Agent with Sonnet 4 achieved 91.2 ± 1.6% accuracy, compared with 80.3 ± 2.3% for direct-repository Claude Code using Sonnet 4.”

Checks out so far. 1 holds up so far.

Score: 0.6128 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 75% · 25% counted

1 claim · recorded 29 September 2026 · provisional until audited

“Paper2Agent validates each generated tool against reference-code results and figures using example datasets, then locks validated tools to support reproducibility.”

Checks out so far. 1 holds up so far.

Score: 0.6128 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 75% · 25% counted

1 claim · recorded 29 September 2026 · provisional until audited

“In a corpus of 100 computational-biology papers, Paper2Agent successfully agentified 74 papers and produced 599 proposed tools, of which 593 passed automated validation.”

Checks out so far. 1 holds up so far.

Score: 0.6128 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 75% · 25% counted

1 claim · recorded 29 September 2026 · provisional until audited

“Paper2Agent is an automated framework that converts research papers and their associated code, data and workflows into interactive AI agents exposed through MCP servers.”

Checks out so far. 1 holds up so far.

Score: 0.7146 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 75% · 25% counted

1 claim · recorded 29 September 2026 · provisional until audited

“A 2026 Scientific Reports paper proposed a circular-data distribution built from joined beta-type components and reported better fit metrics than seven competing models across five real datasets.”

Checks out so far. 2 hold up so far.

Score: 0.8353 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 62% · 25% counted

2 claims · recorded 29 September 2026 · provisional until audited

“A Dallas Fed report on Texas university graduates associated greater exposure to automatable tasks with lower post-2022 employment rates and lower first-year earnings relative to less-exposed majors.”

Checks out so far. 2 hold up so far.

Score: 0.7758 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 50% · 0% counted

2 claims · recorded 29 September 2026 · provisional until audited

“Under 2018 conditions, land-use disturbance corresponds to a potential European wetland soil-carbon storage difference of 0.8–4.9 Gt CO2-equivalent, not an annual emissions rate.”

Checks out so far. 1 holds up so far.

Score: 0.7146 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 75% · 25% counted

1 claim · recorded 29 September 2026 · provisional until audited

“The study’s scenario estimates that 2.66 million hectares of wetlands would need restoration by 2030 across the EEA38.”

Checks out so far. 1 holds up so far.

Score: 0.7146 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 75% · 25% counted

1 claim · recorded 29 September 2026 · provisional until audited

“The study estimates that anthropogenic disturbance affects 20.4 ± 3.4% of Europe’s wetland area, with 13.6 ± 3.0% classified as most disturbed.”

Checks out so far. 1 holds up so far.

Score: 0.6128 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 75% · 25% counted

1 claim · recorded 29 September 2026 · provisional until audited

“A randomized study of the ETUCARE online program reported increased study engagement and reduced academic procrastination after eight weeks, with mediation analyses linking both outcomes to emotional-regulation skills.”

Checks out so far. 2 hold up so far.

Score: 0.7363 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 50% · 25% counted

2 claims · recorded 29 September 2026 · provisional until audited

“In the study’s 2018 European map, an estimated 27–33% of wetland area occurred in map-defined patches smaller than 25 hectares and 7–11% in patches smaller than 1 hectare.”

Checks out so far. 1 holds up so far.

Score: 0.9381 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 75% · 25% counted

1 claim · recorded 29 September 2026 · provisional until audited

“The study mapped six natural and seminatural open wetland types across large parts of Europe at 10-m resolution, estimating 413,504 ± 17,782 km2 with overall accuracy of 96.6 ± 0.3%.”

Checks out so far. 1 holds up so far.

Score: 0.7146 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 75% · 25% counted

1 claim · recorded 29 September 2026 · provisional until audited

“A six-year northern New Mexico case study found that thinning followed by prescribed broadcast burning changed surface-active beetle community composition, while producing less impact than clear-cutting or...”

Checks out so far. 3 hold up so far.

Score: 0.4755 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 58% · 25% counted

3 claims · recorded 29 September 2026 · provisional until audited

“In the study’s Ukraine case, 70.5% of populated areas gained by Russia had newly damaged buildings in the transition month, compared with 43.9% of areas regained by Ukraine.”

Checks out so far. 1 holds up so far.

Score: 0.9468 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 50% · 25% counted

1 claim · recorded 29 September 2026 · provisional until audited

“The Nature Analysis proposed three ways to integrate text-based and satellite-derived conflict data—improvement, enrichment and fusion—to broaden violence measurement beyond fatality-centric research.”

Checks out so far. 1 holds up so far.

Score: 0.9734 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 50% · 25% counted

1 claim · recorded 29 September 2026 · provisional until audited

“Satellite-derived conflict data can be collected independently of physical access or perceived newsworthiness, with imagery tied to known times and georeferenced locations.”

Checks out so far. 1 holds up so far.

Score: 0.9734 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 50% · 25% counted

1 claim · recorded 29 September 2026 · provisional until audited

“A Nature Analysis proposed integrating text-based conflict data with satellite-derived data to broaden violence measurement beyond fatality-centric research.”

Checks out so far. 3 hold up so far.

Score: 0.8971 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 50% · 25% counted

3 claims · recorded 29 September 2026 · provisional until audited

“A randomized trial report said medically tailored groceries plus telehealth counseling improved six-month HbA1c and diabetes-control rates versus usual care among 460 Medicaid-insured U.S. adults with persistently...”

Parts of this hold up; the rest is not settled. 2 hold up so far; 1 not yet settled.

Score: 0.4155 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 50% · 0% counted

3 claims · recorded 29 September 2026 · provisional until audited

“In the study, observed outbreak reporting declined by a median of 32% for each additional hour of travel time from a health facility.”

Checks out so far. 1 holds up so far.

Score: 0.9781 under ledger-default@0.3.0 at snapshot 27745 for all claims together

Review 25% · 25% counted

1 claim · recorded 29 September 2026 · provisional until audited