“Why, He Formed Me That Way”: Patriarchy, Pedagogy, Capitalism, and (False) Consciousness in Charles Dickens’ Hard Times.
Bibliographic record
Abstract
Through the use of Paulo Freire’s Pedagogy of the Oppressed, bell hooks’ Teaching to Transgress, and Erich Fromm’s Marx’s Concept of Man, amongst other works, this analysis will attempt to analyze the subject/object, public/private, and the masculine/feminine dichotomies that arise in nineteenth-century England. Using Charles Dickens’ Hard Times as a basis for this discourse analysis, I will explore the following: Patriarchy and capitalism as interconnected systems of domination that (re)produce and purposefully instill Marx’s concept of false consciousness and alienation in an attempt to train, as Victorian economist Andrew Ure explains in his Philosophy of Manufactures, “human beings to renounce their desultory habits of work and to identity themselves with the unvarying regulatory of the complex automaton” (Ure 15). Works CitedUre, Andrew. The Philosophy of Manufactures; Or, An Exposition of the Scientific, Moral, and Commercial Economy of the Factory System of Great Britain. London: C. Knight, 1835. Google Books. Google, 28 June 2007. Web. 2 Apr. 2015.
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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 | 0.004 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.006 | 0.048 |
| Scholarly communication | 0.009 | 0.009 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.005 |
| 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".