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
The article examines five enigmatic nouns from North-Eastern Neo-Aramaic and Neo-Mandaic, tracing their possible etymologies and semantic developments. These lexemes include bǝllaná ‘pocket’, derived from Akkadian abullu ‘gate’, which underwent a semantic change through the intermediary meaning of ‘aperture’. č̣ǝmmǝsta ‘louse nymph’ is linked to an innovative compound meaning ‘hair-taster’, reflecting imaginative lexical creativity. hawga ‘vapour’ originates from pre-modern Aramaic lahgā ‘vapour’, with phonological changes influenced by analogy. šandoxa ‘pestle’ or ‘grinding stone’ reflects a metaphorical calque on Akkadian kak madakki ‘tooth of the mortar’. Lastly, šǝwuyɔ ‘jackal’ evolved from a term for a planetary demon, highlighting semantic shifts driven by cultural perceptions. The study emphasises the roles of analogy, phonological change, and cultural context in shaping these lexical items.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.017 | 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