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 book is a detailed study of French-English linguistic borrowing in Prince Edward Island, Canada which argues for the centrality of lexical innovation to grammatical change. Chapters 14 present the theoretical and methodological perspectives adopted along with the sociolinguistic history of Acadian French. Chapter 5 outlines the basic features of Acadian French morphosyntax. Chapter 6 provides an overview of the linguistic consequences of language contact in Prince Edward Island. Chapters 79 consider three particular cases of grammatical borrowing: the borrowing of the English adverb back and the semantic and syntactic reanalysis it has undergone, the borrowing of a wide range of English prepositions, resulting in dramatic changes in the syntactic behaviour of French prepositions, and the borrowing of English wh-ever words, resulting in the emergence of a new type of free relative. Chapter 10 argues for a theory of grammar contact by which contact-induced grammatical change is mediated by the lexicon.
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 | 0.020 | 0.032 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.060 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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