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Record W2104616031 · doi:10.5334/sta.ce

Navigating Crisis and Chronicity in the Everyday: Former Child Soldiers in Urban Sierra Leone1

2013· article· en· W2104616031 on OpenAlex
Myriam Denov, Andi Buccitelli

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.
venuePublished in a venue whose home country is Canada.

Bibliographic record

VenueStability International Journal of Security and Development · 2013
Typearticle
Languageen
FieldPsychology
TopicMigration, Health and Trauma
Canadian institutionsMcGill University
Fundersnot available
KeywordsProsperitySpanish Civil WarPoliticsPovertyNarrativeContext (archaeology)SociologyPolitical sciencePolitical economyDevelopment economicsHistoryLawEconomics

Abstract

fetched live from OpenAlex

The aftermath of war is typically referred to as ‘post-conflict’, often insinuating a stage of relative calm following a period of armed violence, upheaval and strife. However, the assumption that the post-war context brings forth peace, prosperity and stability negates the reality that conflict, violence and poverty may become embedded in the post-war social fabric. Following its decade long civil war, Sierra Leone continues to contend with a political, social and economic reality marked by widespread poverty, violence, and devastated health and social service systems, highlighting that for many, ‘crisis’ has in fact become chronic and endemic in the post-war period. Drawing on interviews with 11 former child soldiers living in an urban settlement, this article underscores the blurred distinction between periods of war and peace. Moreover, using the concept of social navigation, the paper explores the strategies the youth deliberately and tactfully employed in negotiating a volatile post-conflict terrain. Their narratives reveal their active, rather than passive, efforts in fostering their own social, economic and physical wellbeing in light of ever-changing, and unstable circumstances.

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)0.001
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.444
Threshold uncertainty score0.369

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 integrity0.0000.001
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 head0.018
GPT teacher head0.314
Teacher spread0.296 · 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