Divided City II: West Berlin and the Reconstruction of Liberalism (1949–1970)
Bibliographic record
Abstract
In West Germany, the decentralized city landscape was celebrated as the ideal urban form and environment for societal renewal: the unfolding of individuality, the experience of freedom, and the nurturing of ‘healthy’ families. West Berlin’s Hansa Quarter served as a showcase housing project for a liberal, new beginning. Given the decision to rebuild housing and cities by means of industrialization, ultimately West German mass housing looked strikingly similar to East German mass housing. Yet it differed regarding normative content: its core rationale was recommodification. In fact, West German housing policies embody an early and specific manifestation of neoliberalism: ordoliberalism. The latter’s underpinning norms were politicized, among others at West Berlin’s housing estate, the Märkische Viertel, and in West Berlin’s most famous commune, the Kommune 1 – two hotbeds of the counterculture.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.004 | 0.009 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 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".