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Record W4408067009 · doi:10.22501/rc.3440506

The Film Pontypool (2009) and the Deconstruction of the Global Language

2025· preprint· en· W4408067009 on OpenAlexaboutno aff
Tolga Theo Yalur

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicEuropean Cultural and National Identity
Canadian institutionsnot available
Fundersnot available
KeywordsDeconstruction (building)LinguisticsPhilosophyEngineering

Abstract

fetched live from OpenAlex

In these days when it is not understood that cinema is an entertaining, commercial monotheism as well as an art in the making, and originality is starting to disappear, whether in domestic or foreign cinema, we either wait for festivals or DVDs to see a film that comes with a ‘genuinely original idea’. The situation is even more worrying when it comes to a genre film. These thoughts, which I refer to the repetitive zombie and horror cinema, are inadequate in the film of deadly words, Pontypool (2009), where Canadian director Bruce McDonald and Tony Burgess, who adapted the script from his own novel, dismantle the structure of the Englishness that has permeated the global culture, can be considered as one of the original genre films, like those of George A. Romero, that strives to create thought and meaning rather than entertainment. keywords:

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)0.001
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: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.707
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
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 head0.008
GPT teacher head0.296
Teacher spread0.288 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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