On the Segmental-Structural Formation of Syllable Models (on the Material of the Spanish Language)
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
<p>The article is dedicated to study of syllable—a segmental language unit. In the article it is noted that status of the syllable is subject of dispute. A syllable is a segmental unit formed by phonemes (vowel and consonant) based on intrasystemic rules of a certain language in syntagmatics. It is indicated that phonotactics studies syntagmatic relations of phoneme in speech act. The article clarifies concepts like phonetic and phonological. Phonetic characteristics of syllable are that it is the minimal pronunciation unit and minimal perception tool. Phonological syllable is closely related to investigation of rules of phonotactics in a certain language. Some syllable models in Spanish are defined with given examples in the article.</p>
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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 | 0.010 |
| 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 it