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Tiempos del pasado en producciones narrativas. Comparación entre hablantes avanzados de español como segunda lengua y hablantes nativos

2025· article· es· W4408322363 on OpenAlexaff
Maura Cruz Enríquez, Anahí Alba de la Fuente

Bibliographic record

VenueSemas · 2025
Typearticle
Languagees
FieldArts and Humanities
TopicSpanish Linguistics and Language Studies
Canadian institutionsUniversité de MontréalUniversité TÉLUQ
Fundersnot available
KeywordsHumanitiesArt

Abstract

fetched live from OpenAlex

La adquisición de los tiempos verbales del pasado en español como segunda lengua (L2) presenta desafíos. Las investigaciones previas se han centrado en las relaciones paradigmáticas entre los tiempos simples, donde el cambio de forma implica un cambio de significado. Se ha prestado menos atención a las relaciones paradigmáticas entre diferentes tiempos para expresar el mismo significado y a la polisemia de los tiempos. Para abordar estas lagunas, presentamos el modelo Función-Significado-Forma y lo aplicamos a un corpus de narrciones escritas producidas por hablantes nativos (L1) y hablantes avanzados de L2, basado en un fragmento de película. Exploramos la polisemia temporal e investigamos las diferencias entre los grupos en el manejo de este fenómeno. Nuestros hallazgos revelan diferencias significativas entre los hablantes L1 y L2 en el enfoque de la polisemia de los tiempos.

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), Science and technology studies, Scholarly communication, 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 score0.776
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 studies0.0020.001
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.009
GPT teacher head0.263
Teacher spread0.254 · 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
Published2025
Admission routes1
Has abstractyes

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