Bibliographic record
Abstract
One of the central critiques of the bourgeois conception of public holds that, in its implicit claim to universality, it fails to account for the material particularities of social groups and for the variety of possible rationalities. Some theorists have aimed to solve this problem by describing particular publics and particular rationalities based on racial, ethnic, gender, or political identities. While particularist public models represent difference in protest of the totalizing and counterfactual valence of a bourgeois conceptualization of public, they fail to acknowledge that glossing difference is fundamental to the function of and the authorizing power of public, as it is marshalled by speakers. By analogizing Perelman and Olbrechts-Tyteca's universal audience with public, this paper (a) introduces the public metonym, a rhetorically productive counterfactual totality that glosses the material particularities of social groups, (b) critiques the particularist approach to the paradox of public, (c) introduces the resistance metonym as a rhetorically-minded alternative, and (d) clarifies distinctions among projects that claim to address a common object called pUblic.
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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 | 0.006 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.007 | 0.021 |
| Scholarly communication | 0.012 | 0.022 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.004 | 0.007 |
| Insufficient payload (model declined to judge) | 0.010 | 0.003 |
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".