Cultural Planning in the Eastern Pori Suburbs: Applicability of the Approach?
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This paper describes an attempt to apply cultural planning in a group of high-rise suburbs with an aging population in the mid-size city of Pori, on the West Coast of Finland. First, the background of the project and the motive for adopting a cultural planning approach is explained. A preceding pilot study on cultural planning in Finland is described, providing background information about the recent spread of the approach into the country and the current state of cultural planning processes. Second, the starting points and conceptual framework of the cultural planning project are briefly discussed in the light of research literature. After that, the objectives of the cultural mapping phase and the baseline studies linked with it are elaborated. Cultural resources of the Eastern Pori suburbs, as identified in the mapping, are analyzed. Prescriptions for cultural development follow, based on collaborative planning and focusing on public spaces and community art in the Eastern suburbs. Finally, the further applicability of cultural planning in the Finnish context is assessed, judging from the Pori experience.Keywords: cultural planning, cultural mapping, co-creation, suburbs, FinlandRésumé: Cet article met en relief l’expérience de la mise en oeuvre d’un projet de planification culturelle à Pori (en Finlande), une banlieue de taille moyenne, à la population vieillissante et caractérisée par ses nombreux gratte-ciels. Après avoir discuté du contexte entourant ce projet, cet article aborde les tentatives de planification culturelle antérieures à ce projet tout en situant ce projet en rapport à d’autres expériences de planification culturelle réalisées en Finlande. Après avoir mis en évidence les grandes orientations théoriques appuyant le propos de cet article, le cas de la partie est de la ville de Pori est analysé et les données de la cartographie culturelle sont mises en évidence. Cet article apporte de nombreux constats qui participent à alimenter le débat et à enrichir la pratique de la planification culturelle en Finlande.Mots clé: planification culturelle, cartographie culturelle, co-création, la banlieue, Finlande
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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 | 0.000 |
| 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 it