เมอง, กรง, นคร, ธาน ๆ. Mueang, Krung, Nakhon, Thani et les autres
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
Les mots désignant les villes en langue thaïe sont beaucoup plus nombreux que ceux dont disposent les langues européennes ou mêmes les langues des pays voisins de la Thaïlande. Bien entendu, chaque terme a son histoire et un emploi bien spécifique, même si les confusions et les doublets ne sont pas rares. Les effets de mode ne sont pas non plus complètement absents. Cet article aborde principalement les cas de mueang, krung, nakhon, thani, buri, wiang, chiang et nikhom. Quelques traits sont à retenir : l’opposition entre la ville du roi et celle du commerçant ; ensuite l’importance de l’élément aquatique, qu’illustre particulièrement bien le cas de krung qui désigna d’abord le fleuve, puis le roi, enfin la capitale.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
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