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Record W7018929863

El Idioma Inglés y los Factores que Influyen en su Proceso De Enseñanza – Aprendizaje en México

2024· article· en· W7018929863 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueDialnet (Universidad de la Rioja) · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicForeign Language Teaching Methods
Canadian institutionsnot available
Fundersnot available
KeywordsSubject (documents)NewspaperEnglish languageReflection (computer programming)Process (computing)Data collection
DOInot available

Abstract

fetched live from OpenAlex

Today the English language is considered the most important, although it is not the one with the largest number of speakers, it is the one that because of its use covers more places around the world. In Mexico, this language is also considered extremely important, where one of the main reasons is due to the country’s proximity to the United States, and which in turn derives in the Treaty between Mexico, the United States and Canada (T-MEC). Several programs were implemented to promote English language learning in public schools. For this reason, this article aims to show the different variables we find around the teaching process - learning English in Mexican schools. The method used for this research was the collection of research articles, review documents, web pages, newspapers etc. (Scielo, Dialnet, Google Scholar, Elsevier) that addressed the subject presented, so that, later, a reflection on the information gathered. The review showed that there are several factors that influence the teaching process - learning English has not had the expected results, among which include: the number of students in the classrooms; the teachers, from whom derive various problems such as the school preparation of the teachers, the overload of hours, the didactic preparation of their classes, the methodology used, as well as the lack of resources.

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.

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.628
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0010.001
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 head0.013
GPT teacher head0.330
Teacher spread0.317 · 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