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Record W4308730551 · doi:10.1177/20438206221130807

Assetization and the ‘new asset geographies’

2022· article· en· W4308730551 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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueDialogues in Human Geography · 2022
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHousing, Finance, and Neoliberalism
Canadian institutionsYork University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsAsset (computer security)CapitalizationRevenueEconomicsReal estateProperty (philosophy)PoliticsSociologyFinanceLawPolitical scienceEpistemology

Abstract

fetched live from OpenAlex

An asset is both a resource and property, in that it generates income streams with its sale price based on the capitalization of those revenues. Although an asset's income streams can be financially sliced up, aggregated, and speculated upon across highly diverse geographies, there still has to be something underpinning these financial operations. Something has to generate the income that a political economic actor can lay claim to through a property or other right, entailing a process of enclosure, rent extraction, property formation, and capitalization. Geographers and other social scientists are producing a growing literature illustrating the range of new (and old) asset classes created by capitalists in their search for revenue streams, for which we argue assetization is a necessary concept to focus on the moment of enclosure and rent extraction. It is a pressing task for human geographers to unpack the diverse and contingent 'asset geographies' entailed in this assetization process. As a middle range concept and empirical problematic, we argue that assetization is an important focal point for wider debates in human geography by focusing attention on the moment of enclosure, rent extraction, and material remaking of society which the making of a financial asset implies.

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)0.001
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.400
Threshold uncertainty score0.656

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
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 head0.021
GPT teacher head0.215
Teacher spread0.194 · 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