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Record W3200739053 · doi:10.22230/cjc.2021v46n3a3701

Ideologies and Imaginaries in Blockchain Communities: The Case of Ethereum

2021· article· en· W3200739053 on OpenAlex
Ann Brody, Stéphane Couture

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.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueCanadian Journal of Communication · 2021
Typearticle
Languageen
FieldComputer Science
TopicBlockchain Technology Applications and Security
Canadian institutionsUniversité de MontréalMcGill University
Fundersnot available
KeywordsBlockchainCryptocurrencyIdeologyCurrencyComputer securityLaw and economicsSociologyPolitical scienceLawEconomicsComputer scienceMonetary economics

Abstract

fetched live from OpenAlex

Background: Academic literature on blockchains has focused on Bitcoin, which is traditionally associated with right-wing libertarianism. This article looks at Ethereum, an alternative that emerged in Canada and is now the second most used blockchain technology after Bitcoin. Analysis: Using participatory observation supplemented with publicly available material, this article examines the ideologies and imaginaries surrounding Ethereum and how they are articulated with its technical design. Conclusion and implications: Ethereum’s design ostensibly widens the ideological spectrum of cryptocurrency while “masking” certain currency ideologies still prominent within it. This complicates the distinction seen in the literature between blockchain as currency and blockchain as media and points to the increasing need to study non-currency-based blockchain technologies.

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: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.225
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.016
GPT teacher head0.245
Teacher spread0.229 · 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