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Record W1931637339 · doi:10.17507/tpls.0509.01

Oral Skill Development in Second Languages: A Review in Search of Best Practices

2015· review· en· W1931637339 on OpenAlexaff
Jordana Garbati, Callie Mady

Bibliographic record

VenueTheory and Practice in Language Studies · 2015
Typereview
Languageen
FieldArts and Humanities
TopicEFL/ESL Teaching and Learning
Canadian institutionsNipissing UniversityWilfrid Laurier University
Fundersnot available
KeywordsComputer sciencePsychologyDevelopment (topology)LinguisticsMathematicsPhilosophy

Abstract

fetched live from OpenAlex

There are many avenues of research in the field of second language (L2) acquisition. One that continues to be of great importance to researchers but also teachers is the development of students’ oral proficiency skills. Research regarding effective teaching and learning strategies to aid L2 oral development has garnered much attention, yet a clear set of “best practices” remains absent. In an attempt to bring to the forefront some effective strategies for L2 oral skill development, we undertook a review of the literature in the areas of oral proficiency, academic language development, and L2 teaching and learning strategies. As our review presents research findings from various contexts around the world, our aim is not to provide a one-size-fits-all approach to improving students’ L2 oral proficiency but to share issues from research that can and do inform teaching practice. Practical suggestions for L2 teachers that are connected to the findings of research are offered throughout the paper.

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)0.017
metaresearch head score (Gemma)0.012
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.715
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0170.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.251
GPT teacher head0.503
Teacher spread0.251 · 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
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

Citations19
Published2015
Admission routes1
Has abstractyes

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