From the Periphery: The Family Novels of Lilli Gruber and Simonetta Agnello Hornby
Bibliographic record
Abstract
Recent criticism on the nature and history of the family novel has refined our understanding of this genre and of its persistence to the present day. Two recent examples of this sort of writing are the trilogies by the contemporary writers Lilli Gruber and Simonetta Agnello Hornby. Although these works treat what is roughly the same chronological period, they are set at different ends of the Italian peninsula, Gruber’s in the Tyrol region and Agnello Hornby’s in Sicily. While there are other important differences between the two works, both describe failures of once dominant patriarchal families whose demises are not lamented but simply chronicled from a new and more cosmopolitan perspective shared by both the novels’ characters and by their authors – a posture perhaps typical of many writers and thinkers in the new millennium.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".