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Record W3174617186 · doi:10.1080/03057070.2021.1934264

In Pursuit of Fitness: Bodywork, Temporality and Self-Improvement in Mozambique

2021· article· en· W3174617186 on OpenAlexaff
Julie Archambault

Bibliographic record

VenueJournal of Southern African Studies · 2021
Typearticle
Languageen
FieldHealth Professions
TopicObesity and Health Practices
Canadian institutionsConcordia University
Fundersnot available
KeywordsPopularitySociologyColonialismTemporalityAestheticsBeautyMindsetEnvironmental ethicsPsychologySocial psychologyPolitical scienceEpistemologyLaw

Abstract

fetched live from OpenAlex

Sub-Saharan Africa is no longer an outlier in the global ‘fitness revolution’. In cities across the continent, a growing number of people are adopting a more active lifestyle. In Mozambique – where only a few years ago, gyms and joggers were few and far between, and not many people would have considered working out at all, let alone in public – exercising is now remarkably popular. Based on ethnographic research carried out in various fitness sites in Maputo, this article examines the new urban rhythms and temporal orientations fostered by the growing popularity of fitness in the region and extends genealogies of the self-improving subject by situating the pursuit of fitness in relation to successive colonial and post-colonial regimes that promoted various forms of body-work as part of broader ethical projects of the self. I argue that, while it might be tempting to dismiss the growing popularity of fitness as the mere encroachment of neoliberal ideals of the self-improving subject, doing so would not only gloss over significant historical continuities but risk overshadowing the ways in which the pursuit of fitness is enhancing the quality of life of many. In recognising the ethical value that these projects have for those who pursue them, the article sheds light on the appeal of fitness in a specific space–time, while moving away from what are often contemptuous assessments of this global trend. I show how, as an aspirational pursuit that operates at the intersections of health and beauty, fitness creates a particular orientation towards the future that borrows from socialist registers of discipline and struggle while, in turn, highlighting the continued relevance of such registers within contemporary imaginaries. At a time when global health priorities are shifting, ethnographic accounts like the one presented here are needed to help to complicate understandings of the articulation between health and moral imaginaries of self-improvement.

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.

How this classification was reachedexpand

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)0.003
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.637
Threshold uncertainty score0.379

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.084
GPT teacher head0.440
Teacher spread0.357 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations8
Published2021
Admission routes1
Has abstractyes

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