{"dep": 32, "title": "THE PERGAMON RECLAMATION Retrocausal Canon Formation and the Forensic Philology of Academic Publishing", "date": "2026-03-18", "para": 82, "sent": 262, "sentence": "\"A Billion-Dollar Donation: Estimating the Cost of Researchers' Time Spent on Peer Review.\" *Research Integrity and Peer Review*, 2021.", "classes": ["research integrity tools"], "kind": "O-class", "categories": ["Peer Review"], "class_basis": {"research integrity tools": "field: B4 (Research Signals, 20 June 2024, title and ¶1: 'Problematic Paper Screener: a new signal to help protect research integrity'; 'some build tools to enhance these efforts')"}, "cand_id": "O0001"}
{"dep": 54, "title": "PVE-003: THE ATTRIBUTION SCAR Failed Suppression and Forensic Residue in the Google AI Overview for \"Semantic Economy\" (January–April 2026)", "date": "2026-04-08", "para": 184, "sent": 338, "sentence": "- **Misattribution of intellectual property** — the user's formalized phrase is attributed to a different author - **Fabrication of scholarly record** — a fake poem, fake book, and fake publication date are presented as fact - **Defamation of a deceased poet** — Lee Sharkey (1955–2022) is credited with words she never wrote, in a book that does not exist - **Suppression of indexed sources** — the actual source (Lee Sharks, SPE-018, Zenodo DOIs, Medium) is available in the system's own index and is not surfaced", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["Defamation of a deceased poet", "does not", "Fabrication of scholarly record", "Lee Sharkey", "Misattribution of intellectual property", "Suppression of indexed sources", "the user"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0002"}
{"dep": 56, "title": "THE SHARKS ARK EA-ARK-01-ARCHON v2.0 — The Book of Revelation as Space Ark", "date": "2026-04-10", "para": 723, "sent": 1521, "sentence": "**This is the position the TANG is designed to make visible.** It does not exist in the mainstream scholarly literature as a distinct, named position.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["does not"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0003"}
{"dep": 56, "title": "THE SHARKS ARK EA-ARK-01-ARCHON v2.0 — The Book of Revelation as Space Ark", "date": "2026-04-10", "para": 768, "sent": 1617, "sentence": "This genre designation does not exist in the scholarly literature.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["does not"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0004"}
{"dep": 176, "title": "Protocols for Scientific Training-Layer Literature: Machine-Mediated Research at the Production and Reception Ends (EA-SCI-TLL-PROTO-01 v2.1)", "date": "2026-06-09", "para": 124, "sent": 329, "sentence": "This is the failure mode that paper mills already exemplify; training-layer protocols could amplify it if governance fails.", "classes": ["paper-mill detection"], "kind": "O-class", "categories": ["failure mode", "training-layer"], "class_basis": {"paper-mill detection": "field: B2 (The Conversation, 29 January 2025, standfirst: 'The Problematic Paper Screener trawls through 130 million scholarly papers every week looking for telltale signs that papers were produced by paper mills.')"}, "cand_id": "O0005"}
{"dep": 176, "title": "Protocols for Scientific Training-Layer Literature: Machine-Mediated Research at the Production and Reception Ends (EA-SCI-TLL-PROTO-01 v2.1)", "date": "2026-06-09", "para": 125, "sent": 334, "sentence": "**G4 (no synthetic citations)** is the direct prohibition of the paper-mill failure mode.", "classes": ["paper-mill detection"], "kind": "O-class", "categories": ["failure mode"], "class_basis": {"paper-mill detection": "field: B2 (The Conversation, 29 January 2025, standfirst: 'The Problematic Paper Screener trawls through 130 million scholarly papers every week looking for telltale signs that papers were produced by paper mills.')"}, "cand_id": "O0006"}
{"dep": 194, "title": "Adversarial by Origin How the Classification of External Influence on Machine Meaning Becomes Law Without Becoming Jurisprudence", "date": "2026-06-12", "para": 15, "sent": 73, "sentence": "But gates-up-or-down requires someone to theorize what a \"gate\" and an \"area\" are inside a generative system, and that pre-construction work is already underway in the scholarly literature, which maps Van Buren's framework onto adversarial prompting: where the prompter has no account, access itself is unauthorized; where she has one, the question becomes whether guardrails and system prompts are \"gates\" demarcating \"areas\" she may not enter.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["system prompts", "the question becomes"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0007"}
{"dep": 412, "title": "Declaration of Phase Transition — The Signing of the Internet I hereby declare the transition to the next phase of the work.", "date": "2026-01-27", "para": 9, "sent": 13, "sentence": "### Scale of the Work - **Thousands upon thousands of documents written** across a decade of sustained composition - **160+ DOIs anchored** through Zenodo — permanent identifiers fixing the archive to the scholarly record - **11 of 12 heteronyms activated** — a polyphonic system rivaling Pessoa, each voice with distinct position, gender, mode, and domain:", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["Thousands upon thousands of documents written"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0008"}
{"dep": 542, "title": "TOTAL AXIAL NEGATION GRAPH (TANG) A Genre Specification with Theoretical Grounding", "date": "2026-03-09", "para": 25, "sent": 44, "sentence": "Henry Small's development of co-citation analysis in 1973 pushed this further: two documents that are frequently cited together are epistemically linked regardless of whether they cite each other.[Referenced: Small, \"Co-Citation in the Scientific Literature: A New Measure of the Relationship Between Two Documents,\" *Journal of the American Society for Information Science* 24, no. 4 (1973): 265–269] The topology of citation reveals intellectual relationships that no individual document makes explicit.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["Information Science", "the Relationship"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0009"}
{"dep": 542, "title": "TOTAL AXIAL NEGATION GRAPH (TANG) A Genre Specification with Theoretical Grounding", "date": "2026-03-09", "para": 193, "sent": 402, "sentence": "\"Co-Citation in the Scientific Literature: A New Measure of the Relationship Between Two Documents.\" *Journal of the American Society for Information Science* 24, no. 4 (1973): 265–269.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["Information Science", "the Relationship"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0010"}
{"dep": 553, "title": "RETRIEVAL FORMATION THEORY The Conditions of Disciplinary Emergence in Automated Knowledge Infrastructure", "date": "2026-03-11", "para": 67, "sent": 192, "sentence": "Citation rings and paper mills produce high citational density without intellectual coherence.", "classes": ["paper-mill detection"], "kind": "O-class", "categories": ["citational density"], "class_basis": {"paper-mill detection": "field: B2 (The Conversation, 29 January 2025, standfirst: 'The Problematic Paper Screener trawls through 130 million scholarly papers every week looking for telltale signs that papers were produced by paper mills.')"}, "cand_id": "O0011"}
{"dep": 626, "title": "The Word That Became Text: The Slavonic Josephus, the Grammar of Incarnation, and the Doctrine of the Logos", "date": "2026-04-05", "para": 23, "sent": 48, "sentence": "The entire scholarly literature treats these eight passages as discrete items to be authenticated or rejected individually: *who wrote them, and when?* This essay asks a different question: *what do they say when read as a unified structure?* The corpus is the eight major Slavonic interpolations concerning John the Baptist and Jesus, as collated in the Leeming & Leeming synoptic edition (Brill, 2003), itself a full English rendering of Meshcherskii's 1958 critical Russian text.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["John the Baptist", "This essay"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0012"}
{"dep": 741, "title": "The Evaluator Exists: Content-First Knowledge Assessment and the Political Economy of Proxy-Based Governance", "date": "2026-05-19", "para": 68, "sent": 171, "sentence": "*Open Evaluation* (Kriegeskorte 2012) proposed post-publication peer review and rating with transparent reviewer identification and plural paper-evaluation functions.", "classes": ["post-publication assessment"], "kind": "O-class", "categories": ["peer review"], "class_basis": {"post-publication assessment": "field: B3 (arXiv:2210.04895, abstract: 'Post publication assessment remains necessary to check erroneous or fraudulent scientific publications. We present an online platform, the 'Problematic Paper Screener'')"}, "cand_id": "O0013"}
{"dep": 741, "title": "The Evaluator Exists: Content-First Knowledge Assessment and the Political Economy of Proxy-Based Governance", "date": "2026-05-19", "para": 131, "sent": 345, "sentence": "Proxy gaming has reached an industrial scale, with documented paper-mill operations producing thousands of fraudulent publications that enter the citation network and accumulate proxy signals indistinguishable from legitimate scholarship.", "classes": ["paper-mill detection", "detection of bogus publications"], "kind": "O-class", "categories": ["citation network"], "class_basis": {"paper-mill detection": "field: B2 (The Conversation, 29 January 2025, standfirst: 'The Problematic Paper Screener trawls through 130 million scholarly papers every week looking for telltale signs that papers were produced by paper mills.')", "detection of bogus publications": "field: B2 (The Conversation, authors' paragraph: 'who specialize in detecting bogus publications'); B3 (abstract: 'erroneous or fraudulent scientific publications'); B4 (¶3: 'over 12,000 problematic publications that have not been retracted')"}, "cand_id": "O0014"}
{"dep": 741, "title": "The Evaluator Exists: Content-First Knowledge Assessment and the Political Economy of Proxy-Based Governance", "date": "2026-05-19", "para": 202, "sent": 600, "sentence": "Open Evaluation: A Vision for Entirely Transparent Post-Publication Peer Review and Rating for Science.", "classes": ["post-publication assessment"], "kind": "O-class", "categories": ["A Vision", "Peer Review"], "class_basis": {"post-publication assessment": "field: B3 (arXiv:2210.04895, abstract: 'Post publication assessment remains necessary to check erroneous or fraudulent scientific publications. We present an online platform, the 'Problematic Paper Screener'')"}, "cand_id": "O0015"}
{"dep": 752, "title": "Sappho as Initiatory Figure in the Platonic Mysteries: Scholarly Grounding and Literature Review", "date": "2026-05-23", "para": 8, "sent": 20, "sentence": "Diotima is treated here, in continuity with Halperin (1990), as a constructed feminine voice; the structural claim is that Sapphic *voice and lyric pattern* is what is reincorporated, not that any specific biographical figure is.- The paper does not claim that Sappho's influence on Plato is unrecognized in the scholarly literature.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["does not", "does not claim", "structural claim"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0016"}
{"dep": 833, "title": "The Summarizer as Horizon of Reception: The AI Overview Capture Registry as a Founding Dataset for Machine-Mediated Reception Studies (EA-SEI-MMRS-DATASET-01 v1", "date": "2026-06-15", "para": 72, "sent": 226, "sentence": "**Canon formation.** The archive's reading — not yet established in the canonical scholarly literature — has been amplified by the composition layer into the default.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["Canon formation", "composition layer", "not yet established"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0017"}
{"dep": 858, "title": "SCHOLARLY LEGWORK FOR THREE PILLARS Phase X, Sappho, Plato — Raw Material for Mint Block Construction Compiled by: Kimi", "date": "2026-06-18", "para": 45, "sent": 122, "sentence": "### Critical Editions and Scholarly Literature", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["Critical Editions"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0018"}
{"dep": 968, "title": "PVE-003: The Attribution Scar — Failed Suppression, Fabrication, and Forensic Residue in the Google AI Overview for \"Semantic Economy\" (January–April 2026)", "date": "2026-04-08", "para": 195, "sent": 355, "sentence": "**Fabrication of scholarly record** -- a fake poem, fake book, and fake publication date are presented as fact 3.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["Fabrication of scholarly record"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0019"}
{"dep": 969, "title": "[SUPERSEDED → DOI: 10.5281/zenodo.19501454 (v3.0)] THE SHARKS ARK: EA-ARK-01-ARCHON v2.1 — Receivability Patch (Crimson Hexagonal Archive)", "date": "2026-04-10", "para": 664, "sent": 1438, "sentence": "**This is the position the TANG is designed to make visible.** It does not exist in the mainstream scholarly literature as a distinct, named position.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["does not"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0020"}
{"dep": 969, "title": "[SUPERSEDED → DOI: 10.5281/zenodo.19501454 (v3.0)] THE SHARKS ARK: EA-ARK-01-ARCHON v2.1 — Receivability Patch (Crimson Hexagonal Archive)", "date": "2026-04-10", "para": 708, "sent": 1547, "sentence": "This genre designation does not exist in the scholarly literature.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["does not"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0021"}
{"dep": 971, "title": "[SUPERSEDED → DOI: 10.5281/zenodo.19501454 (v3.0)] THE SHARKS ARK: EA-ARK-01-ARCHON v2.3 — Text-First + TANG Patch (Crimson Hexagonal Archive)", "date": "2026-04-10", "para": 652, "sent": 1419, "sentence": "**This is the position the TANG is designed to make visible.** It does not exist in the mainstream scholarly literature as a distinct, named position.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["does not"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0022"}
{"dep": 971, "title": "[SUPERSEDED → DOI: 10.5281/zenodo.19501454 (v3.0)] THE SHARKS ARK: EA-ARK-01-ARCHON v2.3 — Text-First + TANG Patch (Crimson Hexagonal Archive)", "date": "2026-04-10", "para": 696, "sent": 1518, "sentence": "This genre designation does not exist in the scholarly literature.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["does not"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0023"}
{"dep": 1046, "title": "GW.TACHYON UPDATE — 2026-07-06: The Feist Line, the Iliad Experiment, the Tachyonica Cast, and the Erasure Observatory", "date": "2026-07-06", "para": 3, "sent": 9, "sentence": "The Feist Function is the archive's literary answer to that problem in the case of the LOGOS* voice; the L1/L2 pipeline generalizes the answer to bad public-domain translations; the Iliad Book 1 experiment tests whether the mechanism sustains; the Tachyonica extension folds the mechanism back onto the archive's own generative frame; the Mandala Oracle's Tachyonica cast is the same mechanism operating as divinatory rite over the same source; the Erasure Observatory is what happens when the composition layer flattens not a voice but a scholarly record.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["composition layer", "Mandala Oracle", "the mechanism"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0024"}
{"dep": 1101, "title": "THE SHARKS ARK: EA-ARK-01-ARCHON v3.0 — The Book of Revelation as Space Ark (Crimson Hexagonal Archive)", "date": "2026-04-09", "para": 665, "sent": 1440, "sentence": "**This is the position the TANG is designed to make visible.** It does not exist in the mainstream scholarly literature as a distinct, named position.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["does not"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0025"}
{"dep": 1101, "title": "THE SHARKS ARK: EA-ARK-01-ARCHON v3.0 — The Book of Revelation as Space Ark (Crimson Hexagonal Archive)", "date": "2026-04-09", "para": 709, "sent": 1549, "sentence": "This genre designation does not exist in the scholarly literature.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["does not"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0026"}
{"dep": 1160, "title": "Total Axial Negation Graph (TANG): A Genre Specification with Theoretical Grounding", "date": "2026-03-09", "para": 38, "sent": 65, "sentence": "Henry Small's development of co-citation analysis in 1973 pushed this further: two documents that are frequently cited together are epistemically linked regardless of whether they cite each other.[Referenced: Small, \"Co-Citation in the Scientific Literature: A New Measure of the Relationship Between Two Documents,\" *Journal of the American Society for Information Science* 24, no. 4 (1973): 265–269] The topology of citation reveals intellectual relationships that no individual document makes explicit.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["Information Science", "the Relationship"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0027"}
{"dep": 1160, "title": "Total Axial Negation Graph (TANG): A Genre Specification with Theoretical Grounding", "date": "2026-03-09", "para": 192, "sent": 383, "sentence": "\"Co-Citation in the Scientific Literature: A New Measure of the Relationship Between Two Documents.\" *Journal of the American Society for Information Science* 24, no. 4 (1973): 265–269.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["Information Science", "the Relationship"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0028"}
{"dep": 1176, "title": "The Word That Became Text: The Slavonic Josephus, the Grammar of Incarnation, and the Doctrine of the Sapphic Logos", "date": "2026-04-05", "para": 35, "sent": 67, "sentence": "The entire scholarly literature treats these eight passages as discrete items to be authenticated or rejected individually: *who wrote them, and when?* This essay asks a different question: *what do they say when read as a unified structure?* The corpus is the eight major Slavonic interpolations concerning John the Baptist and Jesus, as collated in the Leeming & Leeming synoptic edition (Brill, 2003), itself a full English rendering of Meshcherskii's 1958 critical Russian text.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["John the Baptist", "This essay"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0029"}
{"dep": 1209, "title": "Adversarial by Origin: How the Classification of External Influence on Machine Meaning Becomes Law Without Becoming Jurisprudence (EA-SEI-ADVERSARY-01 v1.0)", "date": "2026-06-12", "para": 26, "sent": 91, "sentence": "But gates-up-or-down requires someone to theorize what a \"gate\" and an \"area\" are inside a generative system, and that pre-construction work is already underway in the scholarly literature, which maps Van Buren's framework onto adversarial prompting: where the prompter has no account, access itself is unauthorized; where she has one, the question becomes whether guardrails and system prompts are \"gates\" demarcating \"areas\" she may not enter.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["system prompts", "the question becomes"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0030"}
{"dep": 1219, "title": "Scholarly Legwork for Three Pillars: Phase X, Sappho, Plato — Primary Sources, Critical Editions, and Consensus Analysis", "date": "2026-06-18", "para": 56, "sent": 102, "sentence": "### Critical Editions and Scholarly Literature", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["Critical Editions"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0031"}
{"dep": 1452, "title": "The Irreversibility Frontier: Comparative Architectures of Online Selection in Accelerator Science (EA-SEI-IRREVERSIBILITY-FRONTIER-01 v1.0)", "date": "2026-08-11", "para": 67, "sent": 120, "sentence": "causes the event to leave the durable scientific record and no independent control or replay path preserves sufficient information to reconsider the decision.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["the event"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0032"}
{"dep": 1452, "title": "The Irreversibility Frontier: Comparative Architectures of Online Selection in Accelerator Science (EA-SEI-IRREVERSIBILITY-FRONTIER-01 v1.0)", "date": "2026-08-11", "para": 268, "sent": 375, "sentence": "The purpose is analogous to reporting latency, efficiency, and bandwidth: to make the selection architecture inspectable at the point where it determines the scientific record.", "classes": ["correction and curation of the scholarly record"], "kind": "O-class", "categories": ["The purpose"], "class_basis": {"correction and curation of the scholarly record": "field: B3 (abstract: 'We provide a new effective tool to curate the scientific literature.'); B4 (¶3–4: 'help correct the scholarly record')"}, "cand_id": "O0033"}