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Record W4379653785 · doi:10.32920/ifmj.v3i1.1679

Reconstructing Transnational History

2023· article· en· W4379653785 on OpenAlexvenueno aff
Hui Chen

Bibliographic record

VenueInteractive Film and Media Journal · 2023
Typearticle
Languageen
FieldComputer Science
TopicVideo Analysis and Summarization
Canadian institutionsnot available
Fundersnot available
KeywordsNarrativeContext (archaeology)SociologyDialecticMedia studiesVisual artsWorld historyHistoryAestheticsLiteratureEpistemologyArt

Abstract

fetched live from OpenAlex

Web-based interactive documentaries offer an innovative approach to reconstructing history, allowing users to explore historical content within a specific thematic context freely. This paper explores how transnational shared history, exemplified by World War I (WWI), is integrated into such documentaries, using the interactive documentary A Global Guide to the First World War (2014) as a case study. This documentary, a collaboration between the Guardian, historians, and the Imperial War Museum, employs interactive technologies and transnational historical narratives. It presents seven video chapters that allow audiences to explore WWI from a global perspective, going beyond the traditional single-narrative viewpoint. The interactive sections are based on a well-designed digital world map that provides users with diverse perspectives on the war, facilitating a broader emotional resonance. However, while ensuring authenticity, the documentary's use of authoritative narrative strategies tends to create a sense of alienation among viewers. It underscores the importance of incorporating personal narratives alongside official histories to foster deeper engagement and understanding. The paper argues for a more nuanced approach that balances the authoritative historical narratives with individual perspectives. This study demonstrates that the representation of transnational shared history and multiple perspectives is highly compatible with the interactive technology of web documentaries. The paper concludes that these digital platforms can effectively facilitate global understanding of shared historical events while encouraging critical and dialectical historical reflection.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.724
Threshold uncertainty score0.206

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.021
GPT teacher head0.238
Teacher spread0.217 · 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 designOther design
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
Published2023
Admission routes1
Has abstractyes

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