Lexical and stylistic features of english-speaking national anthems in the aspect of ideological discourse
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.
Bibliographic record
Abstract
This article studies lexical and stylistic peculiarities of the national anthems of the United Kingdom, the USA, Canada, Australia, and Ireland in the aspect of ideological discourse realization. The vocabulary of the texts is analyzed according to semantic, etymological and stylistic classification. Synonymiс and antonymiс pairs of lexemes (nouns, verbs, adjectives) are determined and expressive means of the national anthems (epithet, metaphor, metonymy, hyperbole, tautology, zeugma, personification, etc.) are characterized. Special attention is paid to archaic and poetic words in the texts under investigation. The representation of toponyms, terms and genderly marked units is distinguished. The verbal reflection of correlation between anthems and flags of the countries in the texts is described. The individual author's peculiarities of selected English-speaking anthems are defined.
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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 | 0.001 | 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 | 0.001 | 0.003 |
| 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