{"id":"citation-verification-2026-07-21","title":"Citation Identifier Verification — Nine Savings Digests","subtitle":"Identifier audit for the savings-stack digests: 115/115 arXiv IDs and 48/48 DOI strings verified against the arXiv API and Crossref, with corrections applied.","category":"references","tags":["savings-stack","citation-audit","verification","provenance"],"source":"articles/lit-review/citation-verification-2026-07-21.md","lang":"en","words":337,"readMinutes":2,"toc":[{"depth":2,"text":"Scope and method","id":"scope-and-method"},{"depth":2,"text":"Result","id":"result"},{"depth":2,"text":"VASP MLFF 2019 venue reconciliation","id":"vasp-mlff-2019-venue-reconciliation"},{"depth":2,"text":"Corrections applied","id":"corrections-applied"},{"depth":2,"text":"Audit record","id":"audit-record"}],"html":"<h1 id=\"citation-identifier-verification-nine-savings-digests\">Citation identifier verification: nine savings digests</h1><p>Generated: 2026-07-21</p>\n<h2 id=\"scope-and-method\">Scope and method</h2><ul>\n<li>Scanned the nine digests named by <code>savings-techniques-synthesis-2026-07-21.md</code>.</li>\n<li>Extracted 115 unique arXiv IDs and 48 unique DOI strings (163 unique identifiers total).</li>\n<li>Checked arXiv IDs against the official arXiv Atom API and DOI strings against Crossref Works metadata.</li>\n<li>Reviewed returned titles against the citing digest rows; this caught one live but unrelated DOI hidden in a link target.</li>\n<li>Deduplicated repeated identifiers across digests for network verification while retaining every source location in the machine-readable task artifact.</li>\n<li>The task estimate of 108 identifiers was stale: the nine current files contain 115 unique arXiv IDs plus 48 unique DOI strings.</li>\n</ul>\n<h2 id=\"result\">Result</h2><ul>\n<li>arXiv: <strong>115/115 verified</strong>.</li>\n<li>DOI: <strong>48/48 verified through Crossref</strong>.</li>\n<li>Unresolved identifiers: <strong>none</strong>.</li>\n</ul>\n<p>This is an identifier-and-metadata audit. It does not upgrade abstract-only evidence, remove each digest&#39;s <code>[UNVERIFIED]</code> quantitative-claim flags, or independently reproduce reported savings factors.</p>\n<h2 id=\"vasp-mlff-2019-venue-reconciliation\">VASP MLFF 2019 venue reconciliation</h2><ul>\n<li><code>arXiv:1904.12961</code> resolves to <strong>On-the-fly machine learning force field generation: Application to melting points</strong> (Jinnouchi, Karsai, Kresse), published as <strong>Physical Review B 100, 014105 (2019)</strong>, DOI <code>10.1103/PhysRevB.100.014105</code>.</li>\n<li><strong>Physical Review Letters 122, 225701 (2019)</strong>, DOI <code>10.1103/PhysRevLett.122.225701</code>, is a distinct paper by Jinnouchi, Lahnsteiner, Karsai, Kresse, and Bokdam: <strong>Phase Transitions of Hybrid Perovskites Simulated by Machine-Learning Force Fields Trained on the Fly with Bayesian Inference</strong>.</li>\n<li>Therefore the melting-point / &gt;99%-bypass claim belongs to PRB 100, 014105 / arXiv:1904.12961. PRL 122, 225701 supports the earlier hybrid-perovskite on-the-fly Bayesian MLFF demonstration, not the five-material melting-point claim.</li>\n</ul>\n<h2 id=\"corrections-applied\">Corrections applied</h2><ul>\n<li>Corrected the Chen et al. multi-fidelity graph-network citation from the nonexistent <code>10.1038/s41524-021-00511-w</code> / npj venue to <strong>Nature Computational Science 1, 46–53</strong>, DOI <code>10.1038/s43588-020-00002-x</code>.</li>\n<li>Corrected the Nandi 2021 link target, which pointed to the live but unrelated DOI <code>10.1021/acs.jctc.1c00504</code>; the citation text&#39;s DOI <code>10.1063/5.0038301</code> was correct.</li>\n<li>Split the VASP MLFF row into the PRB melting-point paper and the distinct PRL hybrid-perovskite demonstration.</li>\n</ul>\n<h2 id=\"audit-record\">Audit record</h2><p>The task artifact <code>citation-verification.json</code> records every extracted identifier, returned title, publication metadata, source file, source line, and the two separately checked VASP DOI records. The reproducible checker is <code>verify_citations.py</code> in the same task artifact set.</p>\n"}