University Quarter as a form of cultural interaction between the University and the city
Bibliographic record
Abstract
The object of the study is the university quarter as a socio-cultural phenomenon. The subject of the study is the forms of cultural interaction between the university quarter and the city. The use of comparative and typological methods made it possible to identify and describe four forms of university presence in the city space, grouped around two basic directions. The first direction assumes the priority of the university in relation to the city, which gives rise to such a form of their interaction as a "university city". In this case, university activity, in fact, fulfills the role of the economic basis of urban life. The second direction, which is characterized by the leading role of the city, is represented by the student quarter, campus, university quarter. And in this case, we can talk about the "growing" of the university into the urban space, which has both its positive and negative sides. Special attention is paid to the university quarter, the need for which is associated with the expansion of the university's interaction with the urban community. Combining the project nature, openness, flexible targeting, it demonstrates greater potential compared to traditional options. In turn, the university quarter project can be represented by various complementary options. The analysis of the Samara experience of its design revealed two promising forms of its implementation: building a citywide university space and updating the historical past on the basis of available university resources.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".