MétaCan
Menu
Back to cohort
Record W7070774328

Promoting physical inactivity and car dependence: the case of Waterford city’s suburbs

2020· other· en· W7070774328 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSETU Waterford Libraries - Open Access Repository · 2020
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsRecreationIrishPedestrianParaphrasePhysical activityQuarter (Canadian coin)TRIPS architectureUrban design
DOInot available

Abstract

fetched live from OpenAlex

Introduction To paraphrase the WHO GAPPA (2018), Irish citizens do not have access to safe places and spaces in their suburban communities in which to engage in regular physical activity (PA). Less than half of all Irish adults meet the recommended PA levels (46%: HI, 2018) and a meagre 17% of primary school and 10% of secondary school children do so (CSPPA, 2018). In addition, 74% of all journeys nationally are made by car (CSO, 2016), of which 26% are less than 2 km, a distance easily walked, and 57% are less than 8 km, a distance easily cycled; only 2% report cycling to school or work. None of this is surprising as the suburban environment, where the majority live, actively discourages PA for recreation or transport. We have, in fact, systematically designed physical activity out of our suburban areas because mobility, social connectivity and housing have not been planned together. Approach The DTTAS Design Manual for Urban Roads and Streets (DMURS, 2013 & 2019) is founded on four key principles: connected streets, multi-functional streets, pedestrian focus and multi-disciplinary approach. It acknowledged that the design of roads and streets in the past has prevented sustainable mobility, and, by inference, PA. However, despite DMURS applying equally to the suburbs, the guidance has not been applied here and car dependence continues to be built-in to the design of new residential areas, as the norm. This is euphemistically known as ‘carchitecture’ and takes the following form: 1. large, wide, open ‘distributor roads’ providing ‘free flow’ conditions for vehicles that segregate and separate residential areas; 2. single-entrance, cul-de-sac design housing estates that lack connectivity, permeability, and proximity to adjoining estates or any services at all, including public transport. Findings Such designs effectively prevent walking and cycling because destinations (friends’ houses, schools, shops, workplaces) are too far away, and the surrounding roads are full of traffic. So all residents are car dependent: they are left with no choice but to drive everywhere. This often prevents children from playing outdoors – because the street space is blocked with parked cars or dangerous because of moving cars. Such designs also lead to social isolation, as those without access to a private car (e.g., migrants, low SEG’s, young people) can struggle to access recreation facilities, employment and education. Young people in particular, can become entirely dependent on their parents to chauffer them everywhere. Social implications We have prioritised cars over people in Irish suburbs, to the detriment of the physical and social health of the people that live there. We cannot expect people to be physically active, whether for transport, or recreation, when inactivity is so strongly reinforced by the design of their environment. We are currently in the midst of a housing crisis, a gradually unfolding climate catastrophe and twin physical inactivity and obesity epidemics. It is essential, therefore, that we don’t try and fix the first problem by building more of what exacerbates the other ones.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication, Open science
Consensus categoriesOpen science
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.652
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.001
Science and technology studies0.0010.002
Scholarly communication0.0060.006
Open science0.0050.012
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.040
GPT teacher head0.322
Teacher spread0.282 · 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