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Record W4388282487 · doi:10.1080/17565529.2023.2268589

Financial innovation for climate justice: central banks and transformative ‘creative disruption’

2023· article· en· W4388282487 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueClimate and Development · 2023
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicSustainable Finance and Green Bonds
Canadian institutionsTrinity College
FundersEuropean Commission
KeywordsTransformative learningFinancial crisisClimate justiceEconomic JusticeClimate changeEconomicsPolitical economy of climate changeBusinessEconomic systemFinanceSociologyEcologyMacroeconomics

Abstract

fetched live from OpenAlex

Global financial architectures, including central banks and their monetary policies, are critical to leveraging transformative change for climate justice.Yet, currently central banks are exacerbating rather than mitigating the climate crisis and climate injustices.By following a neoliberal policy paradigm and narrowly interpreted mandates for price stability and financial stability, central banks are focusing on stabilizing a system that is inherently unstable.This accelerates climate chaos around the world and is worsening future financial instability.Recognizing both the potential of central banks to advance climate justice and the inattention of the role of central banks in the climate crisis, this paper contributes to the emerging field of financial innovation for climate justice.First, we review what central banks are currently doing to advance and hinder climate justice.Then we explore monetary policy tools that central banks could deploy for transformative climate justice.We then make the case for 'creative disruption' in monetary policy which requires expanding the narrow mandate of central banks and new kinds of global coordination.This call for intentional creative disruption changes policy assumptions regarding financial stability and climate politics and reconceptualizes how to achieve transformative systemic change to move toward a more equitable, just, healthy, sustainable future.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.837
Threshold uncertainty score0.694

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.040
GPT teacher head0.262
Teacher spread0.223 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it