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Record W2114141556 · doi:10.5539/hes.v4n2p29

Preferences of ELT Learners in the Correction of Oral Vocabulary and Pronunciation Errors

2014· article· en· W2114141556 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.

venuePublished in a venue whose home country is Canada.
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

VenueHigher Education Studies · 2014
Typearticle
Languageen
FieldPsychology
TopicSecond Language Acquisition and Learning
Canadian institutionsnot available
Fundersnot available
KeywordsPronunciationVocabularyLikert scaleTurkishPsychologyMathematics educationPoint (geometry)Vocabulary developmentScale (ratio)Computer scienceTeaching methodLinguistics

Abstract

fetched live from OpenAlex

Vocabulary is an essential component of language teaching and learning process, and correct pronunciation of lexical items is an ultimate goal for language instructors in ELT programs. Apart from how lexical items should be taught, the way teachers correct oral vocabulary errors as well as those of pronunciation in line with the preferences of learners is a crucial issue on which a consensus should be reached. This present study aimed to explore the preferences of ELT learners in a Turkish university on the correction of oral vocabulary and pronunciation errors by their instructors. The data were gathered from 213 ELT students through a five-point Likert scale, the items of which were derived from the answers given by the students to the open-ended questions regarding the research question. The findings in our study reveal that instructors teaching various field courses including the skill courses in freshman level in ELT departments need to be sensitive towards the preferences of learners in the correction of oral vocabulary and pronunciation errors, and they should explore how the learners would prefer their errors to be corrected as this can enable them to treat such errors more effectively and facilitate the learning process.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.488
Threshold uncertainty score0.697

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.053
GPT teacher head0.381
Teacher spread0.327 · 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