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XF-GIUATLO-S
Research / Academic Paper ACTIVE

A climate intelligence arms race in financial markets

Abstract Only — The full paper PDF is not available in the registry. This XFID was minted from the paper's title, authors, and year. Where available, an abstract is provided below; the link to the publisher's record is canonical.

Abstract

Public policy grapples with private “black box” models

Source: resolved

Document Metadata

Issuer
American Association for the Advancement of Science (AAAS)
Document Type
Research / Academic Paper
Publication Year
2019
Retrieved
5 May 2026
Source
doi.org
Record ID
XFGIUATLOS
Validation
Inferred by XFID

Verification

XFIDs are content-addressed: these SHA-256 fingerprints let anyone confirm a copy of this document is identical to what XFID retrieved on 5 May 2026 — independent of this registry.

SHA-256 (file bytes)
86a9fea2d056e82e91dd277b7cffef2bf935b928f467ea96301d6877ea5fbdcc
SHA-256 (canonical content)
86a9fea2d056e82e91dd277b7cffef2bf935b928f467ea96301d6877ea5fbdcc
Source access-restricted (bot wall / registration / paywall) — last checked 6 July 2026

The canonical-content hash survives re-downloads, URL moves, and byte-level re-encodes: the same disclosure text always resolves to this XFID.

Topics

Asset PricingClimate Risk

Cited by (2)

Other RESEARCH documents in the registry that cite this work.

How to Cite This Record

Use the XFID in citations to create a stable, permanent reference that resolves to this registry entry regardless of the source URL.

Academic / report citation
American Association for the Advancement of Science (AAAS) (2019). A climate intelligence arms race in financial markets. XFID: XF-GIUATLO-S. Retrieved from https://xframework.id/XFGIUATLOS
Identifier only
XF-GIUATLO-S