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Record W7115980223

Nuevas estelas funerarias discoideas de Belorado (Burgos)

2025· article· es· W7115980223 on OpenAlexaboutno aff

Bibliographic record

VenueDipòsit Digital de Documents de la UAB (Universitat Autònoma de Barcelona) · 2025
Typearticle
Languagees
FieldArts and Humanities
TopicArchaeological and Historical Studies
Canadian institutionsnot available
Fundersnot available
KeywordsCasualQuarter (Canadian coin)Context (archaeology)
DOInot available

Abstract

fetched live from OpenAlex

Las piezas que se editan en las líneas que siguen salieron a la luz en una parcela agrícola localizada en el municipio de Belorado (Burgos), fruto de un descubrimiento casual debido a J. I. Martín Delgado que, diligentemente, las cedió al ayuntamiento de la localidad2 . Representa un hallazgo que no resulta extraño en este entorno, en el que se ha recuperado hasta la fecha un repertorio epigráfico de cronología romana que supera la treintena de ejemplares3 , presumiblemente vinculado al principal asentamiento documentado en la zona: La Mesa. Se trata de una región situada en la frontera entre los territorios ocupados por las etnias de los Berones y Autrigones que, a partir del siglo I d. C., muestra ya una evidente romanización, tanto en lo que respecta a los asentamientos documentados, como a la epigrafía recuperada. Específicamente, en el caso de Belorado el enclave de La Mesa funcionaría como cabecera regional, asociado a un ramal secundario de la vía de Italia a Hispania4 . Las nuevas inscripciones se han incorporado a la colección del Centro Jacobeo de Belorado, donde realizamos su autopsia, por encargo de su ayuntamiento, con fecha 3 de septiembre de 2025.

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)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.110
Threshold uncertainty score0.218

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.002
Scholarly communication0.0010.001
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0110.001

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 head0.006
GPT teacher head0.228
Teacher spread0.222 · 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 designObservational
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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