The sound symbolic lexis of Old English: Old English verbs
Why this work is in the frame
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Bibliographic record
Abstract
The aim of the present paper is twofold: on the one hand, to reconstruct the Old English field of sound symbolic verbs, and, on the other, to find out the syntactical behaviour of them. In order to carry out the research, the lexical field of Old English sound symbolic verbs was reconstructed by means of the Oxford English Dictionary, the Historical Thesaurus of English, the Thesaurus of Old English and the Dictionary of Old English. Once the field of Old English verbs was established, they were searched in the Toronto Corpus of Old English to get their occurrences in the texts.Whereas some of the verbs will show a limited number of syntactic combinations, other verbs of sound will allow the exploration of further syntactic properties.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.002 |
| 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