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 text is for advanced undergraduate and graduate students interested in contemporary English, especially those whose primary area of interest is English as a second language, primary or secondary-school education, English stylistics, theoretical and applied linguistics, or speech pathology. The emphasis is on empirical facts of English rather than any particular theory of linguistics; the text does not assume any background in language or linguistics. In this newly revised edition numerous example sentences are taken from the Corpus of Contemporary American English. A full glossary of key terms, an additional chapter on pedagogy and new sections on cognitive semantics and politeness have been added. Other changes include: completely updated print references; web links to sites of special interest and relevance; and a revised, reader-friendly layout. A companion website that includes a complete workbook with self-testing exercises and a comprehensive list of web links accompanies the book. The website can be found at the following address: https://doi.org/10.1075/z.156.workbook. Students completing the text and workbook will acquire: a knowledge of the sound system of contemporary English; an understanding of the formation of English words; a comprehension of the structure of both simple and complex sentence in English; a recognition of complexities in the expression of meaning; an understanding of the context and function of use upon the structure of the language; and an appreciation of the importance of linguistic knowledge to the teaching of English to first and second-language learners. Laurel J. Brinton is Professor of English Language at the University of British Columbia. Donna M. Brinton is Senior Lecturer in TESOL at the University of Southern California's Rossier School of Education. The Linguistic Structure of Modern English is a revised edition of The Structure of Modern English by Laurel J. Brinton (2000).
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 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.008 | 0.001 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| 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