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Record W4388303074 · doi:10.53737/8461.2023.58.17.032

УТЕРЯННЫЙ КЛАД РИМСКИХ МОНЕТ, ПРЕДПОЛОЖИТЕЛЬНО НАЙДЕННЫЙ В СЕВЕРНОЙ БОЛГАРИИ

2023· article· en· W4388303074 on OpenAlexaboutno aff
S.S. Filipova

Bibliographic record

VenueProceedings in Archaeology and History of Ancient and Medieval Black Sea Region · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicAncient and Medieval Archaeology Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHoardQuarter (Canadian coin)BulgarianObject (grammar)Period (music)HistoryNumismaticsAncient historyGeographyArchaeologyArtComputer sciencePhilosophyArtificial intelligenceLinguistics

Abstract

fetched live from OpenAlex

The object of the study is a coin hoard that probably belonged to a Bulgarian collector. The hoard was identified before the Law on Cultural Heritage came into force and there is no exact information about both its whereabouts and discovery. There are some reasons to believe that the hoard was found in Northern Bulgaria. The idea of its composition is only based on photos; the measurements and weights of the coins are not available. One hundred and twelve silver coins of the period 175—243 CE were deposited, specifically 111 denarii and one antoninian. One cannot be sure of the accuracy of the available information about the actual amount of the hoard. However, the coin complex deserves publication, since it enables the clarification of our understanding of the composition of monetary circulation in Northern Bulgaria in the 3rd quarter of the 2nd — in the 1st half of the 3rd century. Объектом исследования является клад монет, принадлежавший, вероятно, болгарскому коллекционеру. Точные данные о месте его обнаружения отсутствуют; есть основания полагать, что он найден в Северной Болгарии. Клад был идентифицирован до вступления в силу Закона о культурном наследии, и в настоящее время его судьба неизвестна. Сведения о составе клада основаны только на фотоматериалах, метрические и весовые данные монет отсутствуют. В него попало 112 серебряных монет периода 175—243 гг., а точнее — 111 денариев и 1 антониниан. Мы не можем быть уверены в точности имеющейся информации о первоначальном составе и количестве монет клада. В любом случае, этот монетный комплекс заслуживает публикации, т. к. сведения об отложившихся в нём монетах позволяют уточнить наши представления о составе денежного обращения в Северной Болгарии в третьей четверти II — первой половине III в.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.825
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.010
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.047
GPT teacher head0.237
Teacher spread0.190 · 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

Citations1
Published2023
Admission routes1
Has abstractyes

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