Bibliographic record
Abstract
Anti-commodification theorists condemn liberal political philosophers for not being able to justify restricting a market transaction on the basis of what is sold, but only on the basis of how it is sold. The anti-commodification theorist is correct that if this were all the liberal had to say in the face of noxious markets, it would be inadequate: even if everyone has equal bargaining power and no one is misled, there are some goods that should not go to the highest bidder. In this paper, I respond to the anti-commodification critique of liberalism by arguing that the political liberal has the wherewithal to account not only for the conditions under which goods should not be sold, but also for what kinds of goods should not be for sale in a market economy. The political liberal can appeal to a principle of equal basic rights, and to one of sufficiency in basic needs and the social bases of self-respect, I argue, to account for what’s problematic about markets in civic goods, necessary goods, and physical goods including body parts and intimate services.
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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 | 0.008 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.075 |
| Scholarly communication | 0.009 | 0.007 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.005 | 0.008 |
| 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".