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Record W7095012162 · doi:10.5281/zenodo.17444199

From Hannibal to Sulla: The Logic of Civil War and the Moral Transformation of the Roman Republic (2018–2019 Research Framework)

2025· article· en· W7095012162 on OpenAlexaff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicWar, Ethics, and Justification
Canadian institutionsPublic Health Ontario
Fundersnot available
KeywordsSpanish Civil WarGovernment (linguistics)Transparency (behavior)PoliticsJust war theorySocial conflictSocial research

Abstract

fetched live from OpenAlex

This research note presents the conceptual framework of the project The Logic of Civil War in the Hannibalic and Social Wars, developed between October 2018 and May 2019 and later integrated into ongoing work on Roman political culture, emotion, and legitimacy.Originally submitted to the Government of Ireland Postdoctoral Fellowship 2019 (Irish Research Council, University College Dublin) and revised for a Humboldt Fellowship proposal at the Technische Universität Braunschweig, the project explored how external warfare, collective fear, and moral transgression progressively merged into the logic of internal conflict that would later define the first century BCE.By reinterpreting the Social War (91–87 BCE) as the first true bellum civile, the study traced the moral and emotional transformation of the Roman Republic from the Hannibalic War to Sulla’s dictatorship. This document is an archival record for scholarly transparency and citation purposes.

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.793
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
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 head0.086
GPT teacher head0.280
Teacher spread0.194 · 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.

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
Published2025
Admission routes1
Has abstractyes

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