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Record W4210355492 · doi:10.4000/medievalista.5167

TORRES PRIETO, Susana – Los Antiguos Eslavos. Madrid: Editorial Sintesis, 2020 (213 pp.)

2022· article· es· W4210355492 on OpenAlexaff
Paulo Esmeraldo Catarino Lopes

Bibliographic record

VenueMedievalista online · 2022
Typearticle
Languagees
FieldSocial Sciences
TopicDiscourse Analysis and Cultural Communication
Canadian institutionsObject Research Systems (Canada)
Fundersnot available
KeywordsHumanitiesArt

Abstract

fetched live from OpenAlex

Escrita para o público em geral, mas dotada do necessário rigor académico, a obra objeto desta recensão vem preencher uma lacuna antiga e profunda na historiografia ibérica -e não apenas espanhola, apesar de ser para este espaço que se dirige em primeiro lugar -, em boa parte resultante da pouca repercussão que tiveram os estudos sobre o mundo eslavo no mundo académico em geral.Neste sentido, Los Antiguos Eslavos representa desde logo um excelente e muito bem-vindo contributo para todos os interessados (especialistas ou não) desta temática, quer no âmbito da historiografia, sobretudo medieval, quer ao nível dos estudos literários e da própria linguística histórica.O título, aliás, não podia ser mais directo e esclarecedor.2 Amadurecido por cerca de duas décadas de reflexão e assumindo uma importante feição didáctica, o texto de Susana Torres Prieto permite um acesso inteligente, fundamentado e muito pertinente -dada a ponte que estabelece com todo um conjunto de problemas de primeira actualidade, cujos exemplos maiores e mais recente são os protagonizados pela Polónia vs Bielorrússia e Ucrânia vs Rússia -ao mundo dos eslavos,

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)0.005
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: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.044
Threshold uncertainty score0.088

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.006
Science and technology studies0.0040.005
Scholarly communication0.0080.008
Open science0.0020.003
Research integrity0.0050.006
Insufficient payload (model declined to judge)0.0130.007

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 head0.018
GPT teacher head0.341
Teacher spread0.322 · 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
GenreReview

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
Published2022
Admission routes1
Has abstractyes

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