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Record W7132864013

Identity, Community, and 'Worldly' Society in the Apophthegmata Patrum

2017· dissertation· en· W7132864013 on OpenAlexaff
Joseph Andrew Koczera

Bibliographic record

VenueTSpace · 2017
Typedissertation
Languageen
FieldSocial Sciences
TopicClassical Antiquity Studies
Canadian institutionsUniversity of Toronto
FundersUniversity of Cambridge
KeywordsNegotiationAntiqueTheme (computing)AsceticismDesert (philosophy)
DOInot available

Abstract

fetched live from OpenAlex

The tension inherent in the way that committed Christians relate to the world has been a perennial theme in the history of religious life. This tension is already present in early ascetical texts such as the Apophthegmata Patrum, the record of sayings attributed to the Desert Fathers and Mothers of Late Antique Egypt. In my thesis, I consider how the ‘world’ (κόσμος) and people who belong to the world (κοσμικοί) are treated in the Systematic Collection of the Apophthegmata Patrum, arguing that the subjects who speak in the text negotiated a path between intentional separation from the world and ongoing engagement with the society that had formed them. Despite ascetics’ rejection of worldly influences and preoccupations, the text of the Apophthegmata demonstrates that the boundary between ascetic communities and secular society was permeable enough to require ongoing negotiation and to allow ascetics to interact with and influence the larger culture.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.009
Threshold uncertainty score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0090.023
Scholarly communication0.0050.003
Open science0.0000.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.145
GPT teacher head0.493
Teacher spread0.348 · 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 designTheoretical or conceptual
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
Published2017
Admission routes1
Has abstractyes

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