Pronunciation of English Dental Fricatives by Slovak University EFL Students
Bibliographic record
Abstract
The article attempts to explore the difficulties in pronunciation of English dental fricatives by Slovak EFL university students. The primary objective of the study is to examine to what extent Slovak university students mispronounce [θ] and [ð] and which sounds act as substitutes for the two consonants. A total of 44 Slovak first-year university students whose major was Teaching English Language and Literature delivered unprepared English monologues, which were recorded on a computer. Subsequently, the files were sent to an English native speaker from Canada who performed an auditory analysis of pronunciation errors in the participants’ utterances. The results indicate that English dental fricatives pose problems for Slovak EFL learners since a considerable number of participants mispronounced both voiced and voiceless dental fricative consonants. Finally, the study emphasizes the immense significance of pronunciation instruction as this area still appears to be rather neglected in the context of English language teaching in Slovakia.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.053 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".