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Record W2806876649 · doi:10.1057/s41599-018-0078-8

Activists, care work, and the ‘cry of the ghetto’ in Nairobi, Kenya

2018· article· en· W2806876649 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

VenuePalgrave Communications · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicGeographies of human-animal interactions
Canadian institutionsYork University
Fundersnot available
KeywordsSlumEmpathySociologyPrecarityCare workInformal settlementsSanitationLegitimacyImpunityPsychological interventionParticipant observationCriminologyGender studiesPolitical scienceWork (physics)Social psychologyHuman rightsLawEconomic growthPsychologySocial sciencePopulation

Abstract

fetched live from OpenAlex

Abstract Community activists living and organizing in Nairobi’s harshest geographies are tasked not only with intervening for ‘justice’ but also with (re)establishing care and emotion in landscapes devastated by both colonial and neoliberal divestments and violence. When they act to demand and bridge actions to ensure, for example, water, sanitation and an end to extrajudicial killings, they take on multiple material and affective roles in these neighborhoods. This article argues that as they seek to comfort families, protest the county administration and report violations, amongst other daily interventions, they target not just the reinstatement of basic rights, but also the reinsertion of care and emotion in environments where a normalized (and militarized) precarity has denied the legitimacy of these sentiments. The goal here is not only to ask ‘whatever happened to empathy?’, but, above all, to attend to how it is actively discouraged in particular situations and sites, and how activists are then tasked with incorporating intentional emotional and care labors in their everyday material and discursive practices in order to restore empathy in and for their neighborhoods. This article is informed by over a decade of fieldwork in Mathare ‘slum,’ as well as interviews and participant observation with activists from a cross section of poor urban settlements in the city of Nairobi.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.612
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.004
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.034
GPT teacher head0.333
Teacher spread0.299 · 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