A Study of the Phonological Poetic Devices of Selected Poems of Robert Browning and Alfred Tennyson
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Bibliographic record
Abstract
This paper focuses on the phonological poetic devices found in the poetry of Robert Browning and Alfred Tennyson. It investigates five patterns of phonological poetic devices. The study is based on randomly selected poems from each poet to obtain a representative sample of the particular poetic devices and tabulates the frequency their usage. The poetic devices under investigation are onomatopoeia, assonance, consonance, alliteration, and rhyme. The paper quantitatively analyzes the occurrence of these phonological poetic devices in randomly selected poems from the works of the two poets to a clear picture of the sound patterns found in the poetry of Robert Browning and Alfred Tennyson.
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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 | 0.000 |
| 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 | 0.000 | 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 it