"The Golden Road of Youth": L.M. Montgomery and British Children's Books
Bibliographic record
Abstract
Resume: Cet article s'interroge sur le lien entre deux ouvrages de Kenneth Grahame, The Golden Age et Dream Days, et deux romans de L.M. Montgomery, La Conteuse et La Route enchantee. L'etude comparative de ces quatre œuvres fait ressortir une evolution dans la carriere de L.M. Montgomery : ses deux romans marquent un rejet des modeles litteraires americains en faveur d'une evocation arcadienne de l'enfance a l'anglaise. En s'ecartant de la formule d'Anne . . . La Maison aux pignons verts, la romanciere, partie a la recherche d'un nouveau lectorat, a decouvert de nouvelles facons d'exprimer l'identite de l'Ile-du-Prince-Edouard et du Canada anglais. Summary: This paper explores the relationship between Kenneth Grahame's The Golden Age
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".