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Record W4382725473 · doi:10.33621/jdsr.v5i2.134

A First Glance at the NFT Quebec Gaming Scene

2023· article· en· W4382725473 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Digital Social Research · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicArt History and Market Analysis
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsAmbivalenceEthnographySkepticismValue (mathematics)Process (computing)SociologyPsychologyComputer scienceSocial psychology

Abstract

fetched live from OpenAlex

This article examines the discourses surrounding non-fungible tokens (NFTs) in gaming and identifies companies involved in NFTs in the Quebec gaming scene. NFTs boomed in the gaming industry in 2021 and continued to grow in 2022, even as the value of gaming coins plummeted. If successful, some believe they could bring new opportunities to the gaming landscape. We conducted an online ethnography in early 2022 through an innovative web-scanning approach and curation process powered by a professional market intelligence platform. Data was collected from various sources and analyzed via statistical analysis software to understand the discourses of companies, gamers, researchers, and insiders. Findings show that the technical and economic discourse is at least ambivalent if not negative, while the gamer discourse is mostly negative. The burgeoning Quebec scene is currently very limited and divided into two groups: large gaming companies and startups. Despite the crypto-enthusiast craze, our analysis shows that early projects were often criticized by traditional gamers and that professionals in the sector remain skeptical.

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 categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.154
Threshold uncertainty score1.000

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 studies0.0020.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.147
GPT teacher head0.352
Teacher spread0.205 · 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