MétaCan
Menu
Back to cohort
Record W3010752732 · doi:10.1484/j.at.5.119547

El comercio y el consumo de especias en Occidente, desde la creación de la república romana hasta la restauración imperial carolingia

2019· article· es· W3010752732 on OpenAlexaboutno aff
Antoni Riera i Melis

Bibliographic record

VenueAntiquité Tardive · 2019
Typearticle
Languagees
FieldArts and Humanities
TopicArchaeology and Historical Studies
Canadian institutionsnot available
Fundersnot available
KeywordsCONQUESTConsumption (sociology)CurrencyEmpireQuarter (Canadian coin)Ancient historyIslamHumanitiesHistoryGeographyPolitical scienceArtEconomic historyEconomyArchaeologyEconomics

Abstract

fetched live from OpenAlex

The Romans discovered oriental spices in the first half of the 3th century BC, following the conquest of Magna Grecia. From then on, its consumption gradually increased among the elites and caused, despite the criticism from the most conservative sectors of the society, a growing of strong currency. Spices circulated between the Far East and the eastern Mediterranean along two networks of land and sea routes. Rome tried to increase its control over these routes with variable results. The growing consumption of exotic condiments was reflected in Apicio’s cookbook, literature and imperial customs tarifs. After the fall of Western Empire, the supply of spices, in both Mediterranean basins, was reduced and lost variety, but did not collapse. After bottoming in the second quarter of the 7th century, following the Islamic expansion, trade was reactivated by different circuits to those created by Rome.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), 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: Empirical
Teacher disagreement score0.873
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.003
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.010
GPT teacher head0.277
Teacher spread0.268 · 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
Published2019
Admission routes1
Has abstractyes

Explore more

Same venueAntiquité TardiveSame topicArchaeology and Historical StudiesFrench-language works237,207