The Representation of Motherless and Fatherless Homes in Novels of George Eliot
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
George Eliot wrote about the social, cultural, and historical issues of her time. She represented the middle-class homes in her novels and showed how the Industrial Revolution changed the very setting of domestic environment. The home became the domain of women, where they were to fulfil the nurturing duties while men moved to work place to provide for their dependents. In middle class families, the nurturing duty was not the domain of the father only in the society of this period. Fathers and mothers substituted their duties either under extraordinary circumstances or as a matter of choice. This study analyses the substitution of duties by fathers and mothers in Eliot’s novels with the help of comprehensive and interdisciplinary supporting literary, social, and historical resources like magezines and books, from the Victorian age. The study concludes that George Eliot’s homes are not perfect without a benevolent mother and responsible father.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it