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Record W4415844560 · doi:10.1080/17450101.2025.2576276

Providing and confining mobility: the e-cargo bike as a technology of parenting

2025· article· en· W4415844560 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 · 2025
Typearticle
Languageen
FieldEngineering
TopicUrban and Freight Transport Logistics
Canadian institutionsTrinity College
FundersSustainable Energy Authority of Ireland
KeywordsAffect (linguistics)Poison controlWork (physics)Qualitative researchHuman factors and ergonomicsAction (physics)

Abstract

fetched live from OpenAlex

The private car is widely used by parents as a technology to cocoon their children from car-dominated environments while facilitating structured opportunities for their development. Outside the car, parents travelling by active or public modes must intensively regulate their child’s mobilities. These parent-child mobilities can help to develop a child’s independent mobility in the future, without the car. In this study, I explore the unique experiences and practices of parent-child mobility with the e-cargo bike in the low-cycling context of Ireland. This analysis uncovers how e-cargo cycle parenting reproduces practices fundamental to car-parenting: providing mobility for children and confining mobility of children. As a (temporary) technology for providing mobility, the e-cargo bike was experienced as a superior form of automobility than the car for meeting everyday parental mobility demands. By segregating children from the street and immobilising them in a vehicle, the e-cargo bike functioned as a space of confinement. Unlike the car, the e-cargo bike afforded a unique sensitivity to the natural world and local environment. This enabled parents to train their children in local geography and responsible mobility, thereby building their competences for independent mobility in the future while normalising everyday mobility without the car.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.438
Threshold uncertainty score0.308

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.009
GPT teacher head0.195
Teacher spread0.187 · 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