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Record W390585028

The Toronto Indies: Some Assemblage Required

2012· article· en· W390585028 on OpenAlexaffabout
Daniel Joseph

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicCultural Industries and Urban Development
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsAssemblage (archaeology)ScholarshipSociologyCapital (architecture)PoliticsContext (archaeology)CapitalismDeterritorializationPolitical economyPolitical scienceHistoryLaw
DOInot available

Abstract

fetched live from OpenAlex

This article seeks to develop an approach to independent video game production through a synthesis of recent work in assemblage theory and critical political economy. As an alternative to the (still important and useful) Dyer-Witheford & de Peuter's immaterial-labour oriented study in Games of Empire (2009), I propose studying videogames through their historically and materially specific context, thinking about videogame development communities as assemblages (DeLanda, 2006). The assemblage of videogame production should not be conceptualized as an object over determined by global capital's immanence towards new forms of exploitation. Rather it is negotiating its way through capital, state bureaucracies, aesthetics, ad hoc decision making and the flows of bodies through urban spaces. Using interviews and data collected concerning the development of Toronto made iPad and iPhone game Superbrothers: Sword & Sworcery EP, I show how work of videogame production is both immaterial and expressive, as much as it is firmly grounded in existing material relationships to a panoply of objects. This paper then has two goals: 1) to illustrate an ontology and method of political economy and 2) contribute to the growing scholarship on indie games in the field of Game Studies.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.503
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 studies0.0010.000
Scholarly communication0.0000.001
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 head0.063
GPT teacher head0.325
Teacher spread0.262 · 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.

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

Citations5
Published2012
Admission routes2
Has abstractyes

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