Bibliographic record
Abstract
We live in times of increasing polarization in which the margins of the political spectrum begin to dominate our social imagination again. While the neoliberal iteration of the capitalist project suggests extreme individualism as the normative default position, the devastating impact of the globalized economy on many has reignited the pursuit of socialist alternatives. In this constellation, Simmel's social theory of modernity can be a useful resource to undercut the return of the old battle between opposite economic systems. This paper argues that two kinds of pluralism can be derived from his conceptualization of the social effects of the money economy. In contrast to one-size-fits-all concepts of freedom, Simmel embraces a social pluralism which acknowledges a plurality of cultural spheres as relevant for the self-actualization of modern individuals, attributing different combinations of independence and embeddedness to them. Moreover, he rejects the social extremes of socialism and individualism since they fail to properly integrate individual freedom into the social whole without undermining it. Instead, Simmel gives us the vision of a pluralist economy in which democratic worker's cooperatives are combined with an overall liberal market to satisfy both the longing for community and the endeavour for individual distinction.
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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 | 0.005 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.053 |
| Scholarly communication | 0.007 | 0.008 |
| 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".