Von der Melkmaschine St. Pauli zu Utopia? St. Pauli selber machen!
Bibliographic record
Abstract
Das Interview mit Steffen Jörg vom Verein GWA (Gemeinwesenarbeit) St. Pauli befasst sich mit den aktuellen Veränderungen in Hamburg St. Pauli. Es stellt sie in den Kontext der ,unternehmerischen Stadt’, die bereits seit den 1980er Jahren als Modell der Hamburger Stadtentwicklung gilt. Am Beispiel der kollektiven Proteste von Mieter_innen der inzwischen polizeilich geräumten ESSO-Häuser am Spielbudenplatz zeichnet Steffen Jörg das Bild von St. Pauli als einem umkämpften, aber auch widerspenstigen Stadtteil: Die Bewohner_innen artikulieren und organisieren sich immer deutlicher gegen die Vermarktung des Viertels und gegen eine eindimensional renditeorientierte Stadtentwicklung für Besserverdienende, mit der eine Verdrängung armer Mieter_innen und Kleingewerbestrukturen verbunden ist.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.010 | 0.007 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.015 | 0.002 |
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".