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Record W3109437843 · doi:10.1163/15685276-12341610

Appropriation: A New Approach to Religious Transformation in Late Antiquity

2020· article· en· W3109437843 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueNumen · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicClassical Antiquity Studies
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsAppropriationAgency (philosophy)ChristianityVariety (cybernetics)MAGIC (telescope)SociologyHistoryLate AntiquityEpistemologyPhilosophyComputer scienceSocial scienceClassicsArchaeologyArtificial intelligence

Abstract

fetched live from OpenAlex

Abstract In this article, I propose the concept of “appropriation,” widely used in cross-cultural contexts, as a new approach to the process of religious transformation in Late Antiquity. This approach has the advantage that it encompasses the entire spectrum of individual responses to the impact of Christianity that characterizes the period. It is thus a particularly dynamic concept, as it accurately takes into account the interactive nature of the process and views it “from the bottom-up,” highlighting human agency. The variety of responses is illustrated by three case studies from Egypt — literature, monumental architecture (temples and churches), and magic — which can be regarded as exemplary for studying similar aspects of the religious transformation process in other areas of the (Eastern) Roman Empire. In each of these cases, the topic has until quite recently been viewed in terms of a “pagan” vs. Christianity framework, which has now been replaced by a more complex picture that exposes to the fullest extent the different forms of appropriation.

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.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.917
Threshold uncertainty score0.261

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.056
GPT teacher head0.312
Teacher spread0.256 · 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