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Las paradojas de la política cultural canadiense en la industria editorial en lengua inglesa. Entre el proteccionismo y el libre comercio

2025· article· es· W4406320794 on OpenAlexaboutno aff
Antonio Fernández Díez

Bibliographic record

VenueNorteamérica · 2025
Typearticle
Languagees
FieldSocial Sciences
TopicLiterature, Musicology, and Cultural Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

El presente artículo analiza las políticas culturales canadienses sobre la inversión extranjera en la industria editorial en lengua inglesa. Se concentra especialmente en el estudio de la Foreign Investment Review Act (FIRA) y la Investment Canada Act (ICA). Argumenta la existencia de una paradoja que enfrenta la protección gubernamental, representada por subsidios y programas de financiamiento a la edición, con la liberalización comercial que ha beneficiado a las editoriales transnacionales. Derivado de la información recopilada por la Association of Canadian Publishers (ACP), datos gubernamentales de Statistics Canada y la opinión de figuras públicas vinculadas a la industria del libro, se observa una ineficiencia en la aplicación de las políticas que ha permitido a editoriales extranjeras adquirir empresas canadienses y controlar la mayoría del mercado del libro en Canadá.

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)0.005
metaresearch head score (Gemma)0.023
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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.828
Threshold uncertainty score0.342

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.023
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0060.005
Science and technology studies0.0090.008
Scholarly communication0.0200.003
Open science0.0010.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0130.002

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 head0.009
GPT teacher head0.304
Teacher spread0.295 · 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
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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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