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Record W2160726856 · doi:10.2307/2659504

Relational Histories and the Production of Difference on Sulawesi's Upland Frontier

2001· article· en· W2160726856 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

VenueThe Journal of Asian Studies · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicSoutheast Asian Sociopolitical Studies
Canadian institutionsDalhousie University
Fundersnot available
KeywordsFrontierIndigenousAutonomyPoliticsObject (grammar)EthnographyState (computer science)Power (physics)Isolation (microbiology)Production (economics)SociologyPolitical sciencePolitical economyAnthropologyLawEconomicsEcology

Abstract

fetched live from OpenAlex

In place of the distinct peoples and cultures that once formed the object of ethnographic inquiry, anthropologists have for some time been emphasizing the political and economic processes that connect people and places, and the ongoing production of cultural difference in contexts of unequal power. This trend in scholarly analysis contrasts with assumptions about primordial difference that inspire indigenous rights activists to defend the autonomy of culturally distinct communities from state and market processes intruding on them from the outside . It contrasts also with the emphasis on difference and isolation in official discourses that cast “development” as a program to bring change to people without history, stalled at an earlier point in an evolutionary process.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.292
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.003
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 head0.056
GPT teacher head0.312
Teacher spread0.256 · 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