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Record W4210850515 · doi:10.1017/s0009838821000392

A FICTIVE MEMBERSHIP RUSH AND CURATORIAL FRAUD IN THE <i>LEX</i> OF THE <i>COLLEGIVM</i> OF IVORY AND CITRUS-WOOD MERCHANTS (<i>CIL</i> 6.3885 = <i>ILS</i> 7214)

2021· article· en· W4210850515 on OpenAlexaff
Richard Last

Bibliographic record

VenueThe Classical Quarterly · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicClassical Antiquity Studies
Canadian institutionsTrent University
Fundersnot available
KeywordsVirtueOrderlinessLawPolitical sciencePsychology

Abstract

fetched live from OpenAlex

Abstract The law of the collegium of ivory and citrus-wood merchants is best known for its suspected prohibition against outsiders or non-practitioners. The present study argues that the regulation in question actually prohibits curatores from enrolling outsiders—the text curiously labels such an offense ‘fraud’. Rather than banning outsiders altogether, the law provides that only quinquennales shall have the authority to admit non-practitioners. It is still a rather unusual law, and since it conveys the impression that this collegium is wildly popular even among non-practitioners, and headed by quinquennales who excel in the virtue of orderliness, its audience and function are both scrutinized here.

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)0.003
metaresearch head score (Gemma)0.007
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: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.027

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0120.012
Scholarly communication0.0030.002
Open science0.0010.002
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0080.001

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 head0.023
GPT teacher head0.278
Teacher spread0.255 · 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

Citations1
Published2021
Admission routes1
Has abstractyes

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