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Record W6968125788 · doi:10.5281/zenodo.12574335

The Lives of the Philosophers and Sophists

2024· article· en· W6968125788 on OpenAlexaff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2024
Typearticle
Languageen
FieldArts and Humanities
TopicByzantine Studies and History
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsCompendiumPersecutionHostilityAtheismChristianity

Abstract

fetched live from OpenAlex

The Lives of the Philosophers and Sophists is a compendium of biographies relating to pagan philosophers of late antiquity, perhaps composed in an effort to create an alternative to Christian hagiography. It is characterized throughout by an attitude of traditionalist antiquarianism and hostility towards Christianity, and informed by previous experiments in the genre such as the comparable work of Philostratos. It contains the biographies of Plotinus, Porphyry, Iamblichos, Alypios, Sosipatra, Aedesios of Cappadocia, Sopater, Ablabios, Eustathios, Maximos, Priskos, Ioulianos of Cappadocia, Prohaeresios, Epiphanios, Diophantos the Arab, Sopolis, Himerios, Parnakios, Libanios, Akakios, Nymphidianos, Zeno of Cyprus, Magnos, Oribasios, Ionikos and Chrysanthios, and, likewise, represents one of the latest biographical sources for Neoplatonic intellectuals before the persecutions carried out under the auspices of the Theodosians. It also contains evidence for the practices of Greco-Roman religion in the fourth century, as well as the reactions of its educated practitioners to marginalization and persecution in a Christianized Roman Empire.

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)0.002
metaresearch head score (Gemma)0.003
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 score0.007
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.010
Scholarly communication0.0070.005
Open science0.0000.004
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0070.003

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 head0.040
GPT teacher head0.216
Teacher spread0.177 · 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
Published2024
Admission routes1
Has abstractyes

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