Following the Flâneur: The Methodological Possibilities and Applications of Flânerie in New Urban Spaces
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 considers the historic concept of flânerie, the act of “strolling” through urban spaces, as an unconventional approach to gathering qualitative data. In adopting a flânerie identity, the researcher is able to critically analyze urban spaces and the relation of self to those spaces. Through a (re)conceptualization of the 19th century flâneur, we explicate the methodological possibilities and applications of flânerie, in particular, as suited to excavating new urban tropes, whilst giving expression to new urban subjectivities. The authors adopt a flânerie identity, engaging in a qualitative inquiry vis-à-vis two “strolls” occurring in Toronto, Canada. The strolls provide opportunities to interrogate subjectivities and perceptions of the authors in relation to the urban spaces they were traversing. In doing so, this paper emphasizes the legitimacy of adopting a flâneur identity as a valid source of qualitative inquiry; one that is able to bring meaning to spaces and places.
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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 | 0.004 | 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 | 0.001 |
| 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