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Record W4412619840 · doi:10.53288/0441.1.32

“There’s Nothing Written about It”

2025· book-chapter· en· W4412619840 on OpenAlexaffabout
Alison Harvey

Bibliographic record

VenuePunctum Books · 2025
Typebook-chapter
Languageen
FieldSocial Sciences
TopicMedia Studies and Communication
Canadian institutionsYork University
Fundersnot available
KeywordsNothingComputer sciencePhilosophyEpistemology

Abstract

fetched live from OpenAlex

2005-2007 was a unique moment in games studies in that it represented a flourishing of specific venues for research in the area, including the launch of the journals Games and Culture and Loading…. The Canadian Journal of Game Studies as well as the Canadian Games Game Studies Association conference. But despite the spike in scholarly and public attention on games in the last decade and a half, we still see moments where researchers seek game studies and proclaim that ‘there’s nothing written about it’. In this article I consider the role of Canadian game studies and its relative lack of citation. The disciplinary ghosts of game studies, I argue, play a key role in entrenching some approaches, questions, and methods as more legitimate, ‘ghosting’ others from the ‘canon’. Troublingly, this continues to include critical race studies, feminist approaches, and queer theory, despite their key role in both historical and contemporary game studies. I therefore conclude this essay with a provocation inspired by Harrison (2018) to ‘fuck the canon’ in games.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.417
Threshold uncertainty score0.830

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0100.018
Scholarly communication0.0110.008
Open science0.0020.003
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0150.004

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 head0.297
Teacher spread0.256 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2025
Admission routes2
Has abstractyes

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