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Record W7115066096 · doi:10.5281/zenodo.17925067

What Is Culture? Classical Foundations and Contemporary Revisions

2025· preprint· en· W7115066096 on OpenAlexaff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typepreprint
Languageen
FieldSocial Sciences
TopicGlobalization and Cultural Identity
Canadian institutionsHumber Polytechnic
Fundersnot available
KeywordsForegroundingEssentialismContext (archaeology)Cultural analysisCultural studiesCultural relativismCulture theory

Abstract

fetched live from OpenAlex

This paper revisits the concept of culture by examining its classical theoretical foun- dations and subsequent contemporary revisions. Drawing on early anthropological and cultural studies scholarship, including the work of Tylor and Williams, it conceptu- alises culture as a dynamic, lived, and continually negotiated process rather than a fixed or homogeneous entity. The paper then explores how later theorists problematised essentialist understandings of culture, foregrounding internal diversity, dissent, and historical change. Building on postcolonial and cultural theory, the analysis highlights how globalisation, migration, and mediated cultural flows further complicate cultural formation, producing identities that are increasingly fluid, layered, and context depen- dent. By synthesising classical perspectives with later theoretical developments, the paper argues that culture must be understood as adaptive, relational, and historically situated. Such an understanding remains essential for analysing contemporary cultural life in a globalised and interconnected world.

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 categoriesScience and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.770
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0050.000
Scholarly communication0.0050.001
Open science0.0010.002
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0100.001

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 head0.088
GPT teacher head0.352
Teacher spread0.263 · 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; both teacher heads agree on what is shown here.

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

Citations0
Published2025
Admission routes1
Has abstractyes

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