Anne of Green Gables : authoritative text, backgrounds, criticisim
Bibliographic record
Abstract
This Norton Critical Edition offers an unrivaled selection of contextual and critical material, edited by two leading Montgomery scholars. Backgrounds brings together fourteen relevant excerpts from Montgomery's journals, letters, and juvenilia along with literary selections from, among others, Sir Walter Scott, Byron, Caroline Oliphant, Henry Wadsworth Longfellow, and Louisa May Alcott. The cultural context of Anne of Green Gables is explored through the writings of Carole Gerson, Kate Wood, and Mary Henley Rubio. Criticism is divided into Early Reviews and Responses and Modern Critical Views. Eight reviews from 1908 to 1942 include Canadian, American, and British assessments. Critical essays are provided by, among others, Northrop Frye, Elizabeth Epperly, T. D. MacLulich, Juliet McMaster, Carol Shields, Margaret Atwood, and Elizabeth Waterston. A Chronology and Selected Bibliography are also included.
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.
How this classification was reachedexpand
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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".