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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 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

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.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.279
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.003
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.023
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