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Record W6948456629 · doi:10.48633/ksttx.2010.2.87830

Transnational System Schlock

2022· article· en· W6948456629 on OpenAlexaboutno aff

Bibliographic record

VenueOpen MIND · 2022
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicCinema and Media Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMovie theaterGermanHollywoodCriticismAssertionAuteur theoryEntertainmentFeature filmFeature (linguistics)

Abstract

fetched live from OpenAlex

This article discusses the transnational processes and intermedial contexts of recent international feature cinema via the example of Uwe Boll, a German producer-director responsible for multiple video-game feature adaptations. Major structural shifts in German film financing between 1998 and 2008 have had a more significant impact on German film production and aesthetics than the contemporaneous digitalization of the media. Boll's oeuvre is a fitting example to depict these shifts, as his international success and infamy only came about after the foundation of German Medienfonds in 1998 and only then with respect to the cheaply acquired video game material he filmed. The article posits Boll as an agent maneuvering between multiple transnational networks in Germany, the USA, Canada, Spain, Indonesia and many other countries, such that his films circulate via a constellation of subsidies, affordable rights, Hollywood star power, Internet criticism and consumer naiveté. The mechanisms of his film operation are explained, as well as how his films are received differently across national boundaries. The essay then delves into two of Boll's "shooting spree" genre films in particular – "Heart of America" (2003) and "Postal" (2008) – to demonstrate the aesthetic effect of these transnational mechanisms on his overall work over the last decade. It concludes with the assertion that contemporary entertainment cinema can only be rendered intelligible through the elaboration of such mechanisms, rather than through the oft-invoked discourses of film auteur and genre.

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)0.002
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: Empirical · Consensus signal: none
Teacher disagreement score0.054
Threshold uncertainty score0.180

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0040.007
Scholarly communication0.0080.008
Open science0.0010.006
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0540.008

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 head0.062
GPT teacher head0.250
Teacher spread0.188 · 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".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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Same venueOpen MINDSame topicCinema and Media StudiesFrench-language works237,207