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Record W4385581515 · doi:10.1080/17450101.2023.2242001

Walking beyond the city? On the importance of recreational mobilities for landscape planning, urban design, and public policy

2023· article· en· W4385581515 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueMobilities · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicUrban Transport and Accessibility
Canadian institutionsMcGill University
Fundersnot available
KeywordsMobilitiesRecreationEnvironmental planningUrban planningUrban designPublic participationUrban landscapePublic transportSociologyGeographyRegional sciencePolitical scienceTransport engineeringCivil engineeringPublic relationsEngineeringSocial science

Abstract

fetched live from OpenAlex

Walking engenders many descriptive, normative, and speculative debates. This article reviews work done in the interventionist realms of landscape planning, urban design, and public policy, where attention is increasingly being paid to walking (as a matter of fact) and its often-prescriptive corollary of ‘walkability’ (as a matter of concern). What patterns of critical engagement are seen in work on how, why, and where people walk? I explore how (a) the so-called compact city is seen as the only context where walking and other ‘soft’ modes of everyday mobility meaningfully occurs, and (b) scholarly debates on self-propelled movement seem to focus too narrowly on necessary or utilitarian activity. Recreational mobilities at various temporal and spatial scales thus tend to be overlooked or ignored altogether. Drawing on the interdisciplinary explorations presented in this special issue of Mobilities, a provisional agenda for research and practice is presented. Suggestions are made as to how one might approach the dense, compact city (as phenomenon and as normative impulse in spatial planning) in new ways by foregrounding walking as a widespread example of ‘discretionary’ mobility, i.e., as optional movement in space.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.212
Threshold uncertainty score0.679

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.069
GPT teacher head0.326
Teacher spread0.257 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it