100 years of Anne with an "e": the centennial study of Anne of Green Gables
Bibliographic record
Abstract
Acknowledgements Introduction Anne with an aea: The Enduring Value of Anne of Green Gables Holly Blackford I. Writing and Placing Anne 1. Wildwood Roses and Sunshine Girls: The Making of Anne of Green Gables as a Popular Romance Irene Gammel 2. L.M. Montgomery and Literary Professionalism E. Holly Pike 3. Anne with Two aGas: Green Gables and Geographical Identity Joy Alexander II. Romancing Anne: Language and Silence 4. Negotiating the Well-Worn Coin: The Shifting Use of Language in L.M. Montgomeryas Anne of Green Gables Melissa Mullins 5. aMute Miserya: Speaking the Unspeakable in L.M. Montgomeryas Anne Books Hilary Emmett 6. aThe World Hasnat Changed Very Mucha: Romantic Love in Film and Television Versions of Anne of Green Gables Elanor Hersey Nickel III. Quoting Anne: Intertextuality at Home and Abroad 7. Anne to Her Ancestors: Self-Reflexivity from. Younge and Alcott to Montgomery Laura M. Robinson 8. Anne of Green Gables , as Intertext in Post-1960 Canadian Womenas Ficition Theodore Sheckles 9. Interactions with Poetry: Metapoetic Games with Anne in Astrid Lindgrenas Madicken Cornelia RA (c)mi IV. Maturing Anne: Gender and Empire 10. A ministry of Plum Puffs: Cooking as a Path to Spiritual Maturity in L.M. Montgomeryas Anne Books Christina R. Salah 11. The Methods of Nature: Revisiting Domesticity in L.M. Montgomeryas Anne of Green Gables Monika Hilder 12. Constructing a aNew Girla: Gender and National Identity in Anne of Green Gables and Seven Little Australians Sharyn Pearce Chronology of Important Events in the Life and Career of Anneas Creator: Lucy Maud Montgomery About the Contributors Index
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.016 | 0.007 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".