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DOI landing page and full text were not fetched; substantive review remains pending." }, "citation": { "available": true, "format": "text", "url": "https://doi.org/10.3389/fclim.2026.1786642", "text": "Mega Silvia (2026). Sustainability disclosure, greenwashing, and earnings management: evidence from weak institutional environments. Frontiers in Climate. https://doi.org/10.3389/fclim.2026.1786642", "doi": "10.3389/fclim.2026.1786642" }, "rights": { "summary": "This entry contains bibliographic metadata and a source link. Full text and third-party materials retain their own access and reuse terms." }, "related_item_ids": [], "metadata_sha256": "e5f1dc6645b61883ad99d73ec306d4d32a70219136bac6f23e5ff7c2fc86cd65", "discovered_at": "2026-10-29T00:13:11Z" }, "editorial_action": "2026-W44:lab-library-editorial", "inspection_kind": "AI source inspection, not independent human approval" } }, { "id": "discovery-1df0c670e0ed3e9719fc", "title": "The great slowdown? Trajectories of sustainability reporting boundary change from a value chain perspective 1990–2020", "type": "research", "work_type": "journal-article", "description": "Publisher-deposited bibliographic record discovered through Crossref. Its title or subject terms match this collection; the article's contents have not been reviewed here.", "maturity": "Bibliographic record; content review pending", "topics": [ "ESG disclosure and accountability" ], "authors": [ "Emelie Havemo", "Jakob Rehme" ], "publisher": "Emerald", "venue": "Accounting, Auditing & Accountability Journal", "year": 2026, "publication_date": "2026-10-29", "publication_date_precision": "day", "publication_date_source": "issued", "doi": "10.1108/aaaj-01-2024-6861", "origin": "crossref", "review_status": "metadata_only", "discovery_source_id": "esg-disclosure", "added_at": "2026-10-29T00:13:11Z", "last_metadata_check": "2026-11-02T01:08:29Z", "use_for": "Locate and assess this publication for esg disclosure and accountability. The relevance match is available in the exported record.", "relevance": { "basis": "Title and publisher-supplied subject terms", "matched_groups": [ [ "sustainability" ], [ "reporting" ] ], "source_id": "esg-disclosure" }, "limitation": "Registry metadata is not a full-text review, peer-review certification, legal conclusion or confirmation of free access. Check the publisher's current record before relying on the work.", "links": [ { "label": "Open publication via DOI", "url": "https://doi.org/10.1108/aaaj-01-2024-6861", "kind": "publication" }, { "label": "Inspect registry metadata", "url": "https://api.crossref.org/works/10.1108%2Faaaj-01-2024-6861", "kind": "source" } ], "verification": { "checked_at": "2026-11-02T01:08:29Z", "source_url": "https://api.crossref.org/works/10.1108%2Faaaj-01-2024-6861", "revision": null, "scope": "Bibliographic fields retrieved from Crossref and checked for required fields, topic fit and duplicates. DOI landing page and full text were not fetched; substantive review remains pending." }, "citation": { "available": true, "format": "text", "url": "https://doi.org/10.1108/aaaj-01-2024-6861", "text": "Emelie Havemo; Jakob Rehme (2026). The great slowdown? Trajectories of sustainability reporting boundary change from a value chain perspective 1990–2020. Accounting, Auditing & Accountability Journal. https://doi.org/10.1108/aaaj-01-2024-6861", "doi": "10.1108/aaaj-01-2024-6861" }, "rights": { "summary": "This entry contains bibliographic metadata and a source link. Full text and third-party materials retain their own access and reuse terms." }, "related_item_ids": [], "metadata_sha256": "5ada125a2a2537a6dcee0bdf86fe9375afcd7c0a6e3778fc70aabeb636025b21", "last_metadata_attempt": "2026-11-02T01:08:29Z", "discovered_at": "2026-10-29T00:13:11Z" }, { "id": "discovery-0775eb52220d1085d2d5", "title": "Sustainability reporting readability, stock liquidity and the role of corporate governance: evidence from an emerging market", "type": "research", "work_type": "journal-article", "description": "Publisher-deposited bibliographic record discovered through Crossref. Its title or subject terms match this collection; the article's contents have not been reviewed here.", "maturity": "Bibliographic record; content review pending", "topics": [ "ESG disclosure and accountability" ], "authors": [ "Fatemeh Bahramnezhad", "Farzaneh Nassirzadeh", "Davood Askarany" ], "publisher": "Emerald", "venue": "Journal of Economic Studies", "year": 2026, "publication_date": "2026-10-29", "publication_date_precision": "day", "publication_date_source": "issued", "doi": "10.1108/jes-03-2026-0233", "origin": "crossref", "review_status": "metadata_only", "discovery_source_id": "esg-disclosure", "added_at": "2026-10-29T00:13:11Z", "last_metadata_check": "2026-11-01T06:28:05Z", "use_for": "Locate and assess this publication for esg disclosure and accountability. The relevance match is available in the exported record.", "relevance": { "basis": "Title and publisher-supplied subject terms", "matched_groups": [ [ "sustainability" ], [ "reporting" ] ], "source_id": "esg-disclosure" }, "limitation": "Registry metadata is not a full-text review, peer-review certification, legal conclusion or confirmation of free access. Check the publisher's current record before relying on the work.", "links": [ { "label": "Open publication via DOI", "url": "https://doi.org/10.1108/jes-03-2026-0233", "kind": "publication" }, { "label": "Inspect registry metadata", "url": "https://api.crossref.org/works/10.1108%2Fjes-03-2026-0233", "kind": "source" } ], "verification": { "checked_at": "2026-11-01T06:28:05Z", "source_url": "https://api.crossref.org/works/10.1108%2Fjes-03-2026-0233", "revision": null, "scope": "Bibliographic fields retrieved from Crossref and checked for required fields, topic fit and duplicates. DOI landing page and full text were not fetched; substantive review remains pending." }, "citation": { "available": true, "format": "text", "url": "https://doi.org/10.1108/jes-03-2026-0233", "text": "Fatemeh Bahramnezhad; Farzaneh Nassirzadeh; Davood Askarany (2026). Sustainability reporting readability, stock liquidity and the role of corporate governance: evidence from an emerging market. Journal of Economic Studies. https://doi.org/10.1108/jes-03-2026-0233", "doi": "10.1108/jes-03-2026-0233" }, "rights": { "summary": "This entry contains bibliographic metadata and a source link. Full text and third-party materials retain their own access and reuse terms." }, "related_item_ids": [], "metadata_sha256": "d88218e5dc7d84d4dc8527350c972656f4a57f1c2a4e20431210a231001551d6", "last_metadata_attempt": "2026-11-01T06:28:05Z", "discovered_at": "2026-10-29T00:13:11Z" }, { "id": "reference-w3c-vc-2", "title": "Verifiable Credentials Data Model v2.0", "type": "reference", "description": "A data model for issuer claims exchanged through credentials and presentations, with security and privacy considerations.", "maturity": "W3C Recommendation dated 15 May 2025", "topics": [ "Credentials", "Evidence", "AI governance" ], "limitation": "Credential verification does not establish the truth of its claims or an issuer's accreditation. No credential service is implemented by adding this reference.", "links": [ { "label": "Official source", "url": "https://www.w3.org/TR/2025/REC-vc-data-model-2.0-20250515/", "kind": "start" } ], "verification": { "checked_at": "2026-10-29T00:00:46Z", "source_url": "https://www.w3.org/TR/2025/REC-vc-data-model-2.0-20250515/", "scope": "Dated Recommendation, ecosystem overview, verification definition and trust-model discussion inspected. No implementation security audit was performed." }, "citation": { "available": true, "format": "text", "text": "World Wide Web Consortium, Verifiable Credentials Data Model v2.0, W3C Recommendation (15 May 2025). https://www.w3.org/TR/2025/REC-vc-data-model-2.0-20250515/", "url": "https://www.w3.org/TR/2025/REC-vc-data-model-2.0-20250515/" }, "rights": { "summary": "Link and bibliographic record; consult source terms for reuse. No source text is republished here.", "url": "https://www.w3.org/TR/2025/REC-vc-data-model-2.0-20250515/" }, "related_item_ids": [ "reference-w3c-prov-dm", "reference-nist-ai-rmf-1" ], "origin": "curated_reference", "review_status": "source_inspected", "added_at": "2026-10-29T00:00:46Z", "publication_date": "2025-05-15", "publisher": "World Wide Web Consortium", "doi": null, "authors": [ "World Wide Web Consortium" ], "use_for": "Separate an issuer's assessment claim, the proof protecting a credential and the verifier's decision to trust that issuer." }, { "id": "reference-w3c-prov-o", "title": "PROV-O: The PROV Ontology", "type": "reference", "description": "The W3C ontology expresses PROV concepts using OWL 2 for representing and exchanging provenance information.", "maturity": "W3C Recommendation dated 30 April 2013", "topics": [ "Evidence", "Provenance", "Interoperability" ], "limitation": "This specification is a possible modelling reference; no implementation, interoperability or conformance by the lab's projects is claimed.", "links": [ { "label": "Official source", "url": "https://www.w3.org/TR/2013/REC-prov-o-20130430/", "kind": "start" } ], "verification": { "checked_at": "2026-10-29T00:00:46Z", "source_url": "https://www.w3.org/TR/2013/REC-prov-o-20130430/", "scope": "Dated Recommendation, abstract, introduction and starting-point vocabulary inspected. The complete ontology and its constraints were not independently validated." }, "citation": { "available": true, "format": "text", "text": "World Wide Web Consortium, PROV-O: The PROV Ontology, W3C Recommendation (30 April 2013). https://www.w3.org/TR/2013/REC-prov-o-20130430/", "url": "https://www.w3.org/TR/2013/REC-prov-o-20130430/" }, "rights": { "summary": "Link and bibliographic record; consult source terms for reuse. No source text is republished here.", "url": "https://www.w3.org/TR/2013/REC-prov-o-20130430/" }, "related_item_ids": [ "reference-w3c-prov-dm", "project-regnav", "project-tallystick" ], "origin": "curated_reference", "review_status": "source_inspected", "added_at": "2026-10-29T00:00:46Z", "publication_date": "2013-04-30", "publisher": "World Wide Web Consortium", "doi": null, "authors": [ "World Wide Web Consortium" ], "use_for": "Compare a proposed evidence schema with standard provenance terms and identify relationships requiring an explicit mapping." }, { "id": "reference-w3c-prov-dm", "title": "PROV-DM: The PROV Data Model", "type": "reference", "description": "A conceptual model for recording entities, activities, agents and their provenance relationships.", "maturity": "W3C Recommendation dated 30 April 2013", "topics": [ "Evidence", "Provenance", "Data models" ], "limitation": "A provenance record describes asserted lineage. It does not by itself establish the truth of a source or the quality of a decision.", "links": [ { "label": "Official source", "url": "https://www.w3.org/TR/2013/REC-prov-dm-20130430/", "kind": "start" } ], "verification": { "checked_at": "2026-10-29T00:00:46Z", "source_url": "https://www.w3.org/TR/2013/REC-prov-dm-20130430/", "scope": "Dated Recommendation, abstract, core concepts and relation structure inspected. No conformance assessment of the lab's software was performed." }, "citation": { "available": true, "format": "text", "text": "World Wide Web Consortium, PROV-DM: The PROV Data Model, W3C Recommendation (30 April 2013). https://www.w3.org/TR/2013/REC-prov-dm-20130430/", "url": "https://www.w3.org/TR/2013/REC-prov-dm-20130430/" }, "rights": { "summary": "Link and bibliographic record; consult source terms for reuse. No source text is republished here.", "url": "https://www.w3.org/TR/2013/REC-prov-dm-20130430/" }, "related_item_ids": [ "reference-w3c-prov-o", "project-regnav", "project-source-watch", "project-tallystick" ], "origin": "curated_reference", "review_status": "source_inspected", "added_at": "2026-10-29T00:00:46Z", "publication_date": "2013-04-30", "publisher": "World Wide Web Consortium", "doi": null, "authors": [ "World Wide Web Consortium" ], "use_for": "Sketch the lineage of one research claim from source capture through analysis to a revision, naming the responsible actors." }, { "id": "reference-thai-sec-one-report", "title": "Form 56-1 One Report: Thai SEC resource hub", "type": "reference", "description": "The regulator's portal for One Report forms, related notifications and sustainability-disclosure materials.", "maturity": "Official regulator resource hub", "topics": [ "Sustainability reporting", "Legal research", "Thailand" ], "limitation": "Thai-language hub with materials from multiple periods. Individual instruments, translations and their applicability were not comprehensively reviewed.", "links": [ { "label": "Official source", "url": "https://www.sec.or.th/TH/Pages/LawandRegulations/OneReport.aspx", "kind": "start" } ], "verification": { "checked_at": "2026-10-29T00:00:46Z", "source_url": "https://www.sec.or.th/TH/Pages/LawandRegulations/OneReport.aspx", "scope": "Official hub heading, notification list and form labels inspected. The page links materials associated with different amendments; no single publication date was established." }, "citation": { "available": true, "format": "text", "text": "Securities and Exchange Commission, Thailand, 'แบบ 56-1 One Report' [Form 56-1 One Report], official resource hub (inspected 29 October 2026). https://www.sec.or.th/TH/Pages/LawandRegulations/OneReport.aspx", "url": "https://www.sec.or.th/TH/Pages/LawandRegulations/OneReport.aspx" }, "rights": { "summary": "Link and bibliographic record; consult source terms for reuse. No source text is republished here.", "url": "https://www.sec.or.th/TH/Pages/LawandRegulations/OneReport.aspx" }, "related_item_ids": [ "reference-ifrs-s1", "research-sg-th-accountability", "project-regnav" ], "origin": "curated_reference", "review_status": "source_inspected", "added_at": "2026-10-29T00:00:46Z", "publication_date": null, "publisher": "Securities and Exchange Commission, Thailand", "doi": null, "authors": [ "Securities and Exchange Commission, Thailand" ], "use_for": "Locate the exact notification and form version needed for a Singapore–Thailand reporting comparison, recording language and unresolved applicability." }, { "id": "reference-sgx-mainboard-711b", "title": "SGX Mainboard Rule 711B: Sustainability Report", "type": "reference", "description": "The Mainboard rule identifying report components, internal review and the cross-reference governing climate-related disclosures.", "maturity": "Official rulebook; displayed version from 1 January 2026", "topics": [ "Sustainability reporting", "Legal research", "Singapore" ], "limitation": "Read with the referenced Practice Note and relevant historical version. The source inspection does not assess issuer compliance or enforcement consequences.", "links": [ { "label": "Official source", "url": "https://rulebook.sgx.com/rulebook/711b", "kind": "start" } ], "verification": { "checked_at": "2026-10-29T00:00:46Z", "source_url": "https://rulebook.sgx.com/rulebook/711b", "scope": "Official Mainboard rule text, version selector and climate-disclosure cross-reference inspected. No complete review of the referenced Practice Note was performed." }, "citation": { "available": true, "format": "text", "text": "Singapore Exchange, '711B', Mainboard Rules, Sustainability Report (displayed version: 1 January 2026 onwards; inspected 29 October 2026). https://rulebook.sgx.com/rulebook/711b", "url": "https://rulebook.sgx.com/rulebook/711b" }, "rights": { "summary": "Link and bibliographic record; consult source terms for reuse. No source text is republished here.", "url": "https://rulebook.sgx.com/rulebook/711b" }, "related_item_ids": [ "reference-sgx-mainboard-711a", "reference-ifrs-s1", "project-regnav" ], "origin": "curated_reference", "review_status": "source_inspected", "added_at": "2026-10-29T00:00:46Z", "publication_date": null, "publisher": "Singapore Exchange", "doi": null, "authors": [ "Singapore Exchange" ], "use_for": "Build a source-linked list of reporting components and identify cross-references requiring a separate applicability check." }, { "id": "reference-sgx-mainboard-711a", "title": "SGX Mainboard Rule 711A: Sustainability Report", "type": "reference", "description": "The Mainboard rule on issuing annual sustainability reports, including timing where external assurance is obtained.", "maturity": "Official rulebook; displayed version from 1 January 2026", "topics": [ "Sustainability reporting", "Legal research", "Singapore" ], "limitation": "Mainboard scope only. Check rule history, related provisions and issuer circumstances before application; this record does not determine compliance.", "links": [ { "label": "Official source", "url": "https://rulebook.sgx.com/rulebook/711a", "kind": "start" } ], "verification": { "checked_at": "2026-10-29T00:00:46Z", "source_url": "https://rulebook.sgx.com/rulebook/711a", "scope": "Official Mainboard rule text, version selector and amendment note inspected. Publication date was not established separately from amendment dates." }, "citation": { "available": true, "format": "text", "text": "Singapore Exchange, '711A', Mainboard Rules, Sustainability Report (displayed version: 1 January 2026 onwards; inspected 29 October 2026). https://rulebook.sgx.com/rulebook/711a", "url": "https://rulebook.sgx.com/rulebook/711a" }, "rights": { "summary": "Link and bibliographic record; consult source terms for reuse. No source text is republished here.", "url": "https://rulebook.sgx.com/rulebook/711a" }, "related_item_ids": [ "reference-sgx-mainboard-711b", "project-regnav", "teaching-sgx-case" ], "origin": "curated_reference", "review_status": "source_inspected", "added_at": "2026-10-29T00:00:46Z", "publication_date": null, "publisher": "Singapore Exchange", "doi": null, "authors": [ "Singapore Exchange" ], "use_for": "Identify the reporting timetable separately from content requirements, then record the rule version supporting a timing proposition." }, { "id": "reference-oecd-ai-2019", "title": "Recommendation of the Council on Artificial Intelligence: original 2019 text", "type": "reference", "description": "The original OECD recommendation presents values for responsible AI and policy directions for governments.", "maturity": "Original 2019 instrument text; historical reference", "topics": [ "AI governance", "Accountability", "Public policy" ], "limitation": "The inspected PDF reproduces the 2019 text. It is not represented as the current amended instrument or as a domestic compliance rule.", "links": [ { "label": "Official source", "url": "https://oecd.ai/assets/files/OECD-LEGAL-0449-en.pdf", "kind": "start" }, { "label": "Official instrument record; JavaScript required", "url": "https://legalinstruments.oecd.org/en/instruments/OECD-LEGAL-0449", "kind": "context" } ], "verification": { "checked_at": "2026-10-29T00:00:46Z", "source_url": "https://oecd.ai/assets/files/OECD-LEGAL-0449-en.pdf", "scope": "Official OECD-hosted PDF title, original adoption date (22 May 2019), principles and rights notice inspected. Adoption and file-publication dates are kept distinct." }, "citation": { "available": true, "format": "text", "text": "OECD, Recommendation of the Council on Artificial Intelligence, OECD/LEGAL/0449 (original text adopted 22 May 2019; inspected 29 October 2026). https://oecd.ai/assets/files/OECD-LEGAL-0449-en.pdf", "url": "https://oecd.ai/assets/files/OECD-LEGAL-0449-en.pdf" }, "rights": { "summary": "Link and bibliographic record; consult source terms for reuse. No source text is republished here.", "url": "https://oecd.ai/assets/files/OECD-LEGAL-0449-en.pdf" }, "related_item_ids": [ "reference-nist-ai-rmf-1" ], "origin": "curated_reference", "review_status": "source_inspected", "added_at": "2026-10-29T00:00:46Z", "publication_date": null, "publisher": "Organisation for Economic Co-operation and Development", "doi": null, "authors": [ "Organisation for Economic Co-operation and Development" ], "use_for": "Trace the original accountability and transparency principles, then compare later official amendments before analysing present policy." }, { "id": "reference-nist-genai-profile", "title": "Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile", "type": "reference", "description": "NIST's companion profile identifies generative-AI risks and suggested risk-management actions, including source checking and capability evaluation.", "maturity": "Published voluntary profile, NIST AI 600-1", "topics": [ "AI governance", "Evaluation", "Generative AI", "Evidence" ], "limitation": "Suggested actions require context-specific implementation and evidence. This entry makes no claim about current executive-order obligations or certification.", "links": [ { "label": "Official source", "url": "https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-generative-artificial-intelligence", "kind": "start" }, { "label": "Official generative-AI profile PDF", "url": "https://nvlpubs.nist.gov/nistpubs/ai/NIST.AI.600-1.pdf", "kind": "source" } ], "verification": { "checked_at": "2026-10-29T00:00:46Z", "source_url": "https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-generative-artificial-intelligence", "scope": "Publication metadata and official PDF introduction, confabulation discussion and selected measurement actions inspected; this is not a full implementation assessment." }, "citation": { "available": true, "format": "text", "text": "Chloe Autio and others, Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile, NIST AI 600-1 (National Institute of Standards and Technology, 26 July 2024). https://doi.org/10.6028/NIST.AI.600-1", "url": "https://doi.org/10.6028/NIST.AI.600-1" }, "rights": { "summary": "Link and bibliographic record; consult source terms for reuse. No source text is republished here.", "url": "https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-generative-artificial-intelligence" }, "related_item_ids": [ "reference-nist-ai-rmf-1", "project-regnav", "teaching-source-checking" ], "origin": "curated_reference", "review_status": "source_inspected", "added_at": "2026-10-29T00:00:46Z", "publication_date": "2024-07-26", "publisher": "National Institute of Standards and Technology", "doi": "10.6028/NIST.AI.600-1", "authors": [ "National Institute of Standards and Technology" ], "use_for": "Specify an evaluation that checks generated citations against their sources and records failures before making a capability claim." }, { "id": "reference-nist-ai-rmf-1", "title": "Artificial Intelligence Risk Management Framework (AI RMF 1.0)", "type": "reference", "description": "A voluntary framework organising AI risk work through Govern, Map, Measure and Manage functions.", "maturity": "Published voluntary framework, version 1.0", "topics": [ "AI governance", "Evaluation", "Risk management" ], "limitation": "Version 1.0 is the inspected edition. Using its categories does not establish compliance, certification or measured system safety.", "links": [ { "label": "Official source", "url": "https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-ai-rmf-10", "kind": "start" }, { "label": "Official framework PDF", "url": "https://nvlpubs.nist.gov/nistpubs/ai/NIST.AI.100-1.pdf", "kind": "source" } ], "verification": { "checked_at": "2026-10-29T00:00:46Z", "source_url": "https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-ai-rmf-10", "scope": "NIST publication metadata and the official PDF's introduction and Core structure inspected. 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