Mutiny in the House: Domestic Rebellion in Fausta Cialente’s Natalia
Bibliographic record
Abstract
The cult of domesticity positions women into a state of subservience while reinforcing gendered roles. The ideology was propagated in post-Unification Italy by Catholic doctrine as well as Fascist propaganda and practices that consigned women to the roles of wives and mothers. The physical site of the cult of domesticity was the home where traditional values were honored and upheld. In Fausta Cialente’s novel Natalia—originally published in 1930 and censored by the Fascist regime, then reissued in 1982—the home becomes a site of rebellion and resistance, which challenges ideology that limits female autonomy. In Natalia, a verdant house in the country is the scene of illicit sexual activity between the female protagonist and a young woman, and an ancestral home becomes the threatening locus of the protagonist’s marriage, as well as the setting of her failed attempt at motherhood. Throughout the text, the explicit connection between physical space—the home—and female autonomy, acts as a critique of female oppression and pervasive societal expectations.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.013 | 0.018 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".