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 paper revisits the diachronic changes to Romanian DOM by focusing on the emergence of the DOM particle pe: the prenominal preposition pe is shown to undergo loss of analyzability when (i) the adjacent noun phrase is the direct object of the verb; and (ii) pe-DP falls under a certain pragmatic treatment. In other contexts, pe continues as a preposition. Loss of analyzability entails modification of the feature bundle associated with pe, as well as chunking and sensitivity of pe-noun phrases to discourse related priming factors. Briefly, the chunk consisting of two segments (i.e., prepositional phrase and nominal phrase: PP > DP) is gradually reduced to one segment (i.e., DP). This transition is context dependent; that is, it intensifies when the DPs receive a reading that involves discourse salience and animacy. The loss of analyzability regarding the properties of pe and the structural consequences it implied provide the basis for assessing the advent of animacy and definiteness/specificity as priming factors for DOM in Modern Romanian.
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) | 0.000 | 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 | 0.000 | 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