J.M. Coetzee’s <i>Life & Times of Michael K</i> and the Thin Theory of the Good
Bibliographic record
Abstract
As elsewhere in J.M. Coetzee’s fiction, Michael K’s body is a central repository of signification. His life-threatening thinness operates as a supple metaphor for the novel’s ambivalent relationship with liberal doctrine. As a marker of the staggering cost of K’s commitment to self-determination, it highlights the suffering that attends a liberal prioritization of freedom over welfare. Yet in spite of its unflinching acknowledgement of liberalism’s limitations, the novel anchors its deepest moral convictions in Kantian and Rawlsian liberal doctrine. Coetzee’s quarrel with communitarianism and qualified endorsement of liberal values are traced back to the complicity he sees between communitarian discourse and the theoretical underpinnings of apartheid. Life & Times of Michael K exposes the alliance between communitarian and consequentialist ethical principles, and reveals the ways in which these principles abet oppression and exploitation by prioritizing the maximization of good outcomes over the claims of freedom.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.008 | 0.014 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".