Doing a Florida thing: the creative class thesis and cultural policy
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
The work of Richard Florida has proven extremely influential in cultural policy circles in recent years. His arguments concerning ‘the rise of the creative class’ and the concentration of ‘technology, talent and tolerance’ in successful cities are grounded in certain theoretical assumptions and supported by specific kinds of evidence that should be submitted to critical interrogation in order to test their robustness. This paper addresses the following questions: What are the theoretical assumptions underpinning Florida’s arguments? Is the evidence upon which these arguments are substantiated sound? What are the implications of Florida’s thesis for cultural policy? A critical reading of Florida’s key writings is presented. The paper also comments on the impact of Florida’s work around the world and focuses upon a particularly significant policy document in Britain, the Work Foundation’s Staying Ahead – The Economic Performance of the UK’s Creative Industries. It is necessary to trace the intellectual framework of ‘post‐industrial’ thinking about contemporary capitalism, the incorporation of bohemianism into business and aspirations for urban regeneration and competitive advantage in a global economy with local and regional peculiarities in order to evaluate the ‘Florida thing’. The paper reflects upon the synthesis of cultural policy with economic policy and argues that this is not the best way forward for the politics of art and culture in the twenty‐first century.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 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