Integrity report for GEMS -- Guided Evolutionary Molecule Design for Sustainable Chemicals

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2605.15932 · pith:2026:UQ4PL3TSCRVHM7VWNRPUNDLUY7

19Critical

6Advisory

4Detectors run

2026-05-20Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-20 17:02:07.704489+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-20 16:31:25.610075+00:00

doi_compliance completed v1.0.0 · findings 25 · 2026-05-20 16:24:41.520038+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-19 17:33:46.541530+00:00

Findings

critical doi_compliance unresolvable_identifier

Identifier '10.1186/s13321-022-00667-82' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #30 · 2026-05-20 16:24:41.520038+00:00

Finding detail Try DOI

critical doi_compliance unresolvable_identifier

Identifier '10.3389/fenvs.2025.15332921' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #32 · 2026-05-20 16:24:41.520038+00:00

Finding detail Try DOI

critical doi_compliance unresolvable_identifier

Identifier '10.1021/acs.est.1c049031' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #9 · 2026-05-20 16:24:41.520038+00:00

Finding detail Try DOI

critical doi_compliance unresolvable_identifier

Identifier '10.1186/s13321-024-00892-32' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #19 · 2026-05-20 16:24:41.520038+00:00

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critical doi_compliance unresolvable_identifier

Identifier '10.48550/arxiv.2509.195881' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #11 · 2026-05-20 16:24:41.520038+00:00

Finding detail Try DOI

critical doi_compliance unresolvable_identifier

Identifier '10.1186/s13321-024-00924-y1' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #23 · 2026-05-20 16:24:41.520038+00:00

Finding detail Try DOI

critical doi_compliance unresolvable_identifier

Identifier '10.1186/s12302-023-00721-81' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #5 · 2026-05-20 16:24:41.520038+00:00

Finding detail Try DOI

critical doi_compliance unresolvable_identifier

Identifier '10.1145/3631700.36648862' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #2 · 2026-05-20 16:24:41.520038+00:00

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critical doi_compliance unresolvable_identifier

Identifier '10.1002/cmtd.2022000052' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #7 · 2026-05-20 16:24:41.520038+00:00

Finding detail Try DOI

critical doi_compliance unresolvable_identifier

Identifier '10.1021/jacs.2c134672' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #1 · 2026-05-20 16:24:41.520038+00:00

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critical doi_compliance unresolvable_identifier

Identifier '10.1039/d3dd00002h1' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #16 · 2026-05-20 16:24:41.520038+00:00

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critical doi_compliance unresolvable_identifier

Identifier '10.1109/tvcg.2020.30304382' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #28 · 2026-05-20 16:24:41.520038+00:00

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critical doi_compliance unresolvable_identifier

Identifier '10.1021/acs.est.6c003502' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #33 · 2026-05-20 16:24:41.520038+00:00

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critical doi_compliance unresolvable_identifier

Identifier '10.26434/chemrxiv-2025-kdvrt2' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #10 · 2026-05-20 16:24:41.520038+00:00

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critical doi_compliance unresolvable_identifier

Identifier '10.1186/s13321-024-00840-12' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #15 · 2026-05-20 16:24:41.520038+00:00

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critical doi_compliance unresolvable_identifier

Identifier '10.1109/tvcg.2013.1732' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #12 · 2026-05-20 16:24:41.520038+00:00

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critical doi_compliance unresolvable_identifier

Identifier '10.1021/acs.jmedchem.9b011012' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #25 · 2026-05-20 16:24:41.520038+00:00

Finding detail Try DOI

critical doi_compliance unresolvable_identifier

Identifier '10.1021/acs.est.5c005101' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #35 · 2026-05-20 16:24:41.520038+00:00

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critical doi_compliance unresolvable_identifier

Identifier '10.1007/s10462-022-10246-w2' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.

ref #22 · 2026-05-20 16:24:41.520038+00:00

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Signed record

The machine-readable record for this paper lives at /pith/2605.15932/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.