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Record W2922368292 · doi:10.34989/san-2018-23

Bitcoin Awareness and Usage in Canada: An Update

2021· article· en· W2922368292 on OpenAlexaffabout
Christopher S. Henry, Kim P. Huynh, Gradon Nicholls

Bibliographic record

VenueStaff Analytical Notes · 2021
Typearticle
Languageen
FieldComputer Science
TopicBlockchain Technology Applications and Security
Canadian institutionsBank of Canada
Fundersnot available
KeywordsBusinessCommerceCryptocurrencyComputer securityComputer science

Abstract

fetched live from OpenAlex

To help monitor the adoption and use of Bitcoin, the Bank of Canada conducted a survey in late 2016 and then again in late 2017. The second survey took place during an interesting time, since Bitcoin prices were increasing and reached an all-time high on December 17, 2017. The level of awareness of Bitcoin rose from 64 per cent in the 2016 Bitcoin Omnibus Survey (BTCOS) to 85 per cent in the 2017 BTCOS, while ownership rose from 2.9 to 5.0 per cent. The main reason survey participants cited for owning Bitcoin changed from transactional purposes in 2016 to investment purposes in 2017. In addition, only about half of Bitcoin owners were regularly using Bitcoin to buy goods or services or to send money to other people. This provides empirical support for the notion that most of the fluctuations in the Bitcoin price are due to speculation. However, self-reported holdings of Bitcoin among users did not change remarkably during the period between surveys.

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.

How this classification was reachedexpand

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.929
Threshold uncertainty score0.730

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.015
GPT teacher head0.256
Teacher spread0.240 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations4
Published2021
Admission routes2
Has abstractyes

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