MétaCan
Menu
Back to cohort
Record W3216547859 · doi:10.24043/isj.177

The ‘other’ within: Striving for health equity in the Maldives Eva-Maria

2021· article· en· W3216547859 on OpenAlexvenueno aff
Eva‐Maria Knoll

Bibliographic record

VenueIsland Studies Journal · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal Public Health Policies and Epidemiology
Canadian institutionsnot available
Fundersnot available
KeywordsArchipelagic stateArchipelagoSituatedPoliticsSociologyEquity (law)Gender studiesGeographyPolitical scienceArchaeologyLaw

Abstract

fetched live from OpenAlex

Relations within are quintessential in anthropological fieldwork — and in archipelagos in particular. The domestic sea is incorporated in the national consciousness connecting an archipelagic nation but distinguishing individual islands with a strong emphasis on the centre. The Maldivian archipelago displays this spatial organization of a socio-political and economic centre and a dependent island periphery. In the national consciousness, the capital island, Male', contrasts with “the islands” — a distinction which is particularly evident in the public health sphere, where striving for health equity encounters geographical and socio-political obstacles. Using the topic of the inherited blood disorder thalassaemia as a magnifying lens, this paper asks how different actors are making sense of health inequities between central and outer islands in the Maldivian archipelago. Intra-archipelagic and international mobilities add to the complexities of topological relations, experiences, and representations within this multi-island assemblage. Yet, my study of archipelagic health relations is not confined to a mere outside look at the construction of the ‘island other’ within the archipelagic community. It is a situated investigative gaze on disjunctures, connections, and entanglements, reflecting my methodological-theoretical attempt to unravel my own involvement in island–island relations and representations — my being entangled while investigating entanglements.

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)0.006
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.690
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
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 head0.147
GPT teacher head0.444
Teacher spread0.298 · 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.

Study designNot applicable
Domainnot available
GenreCommentary

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

Citations2
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueIsland Studies JournalSame topicGlobal Public Health Policies and EpidemiologyFrench-language works237,207