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Record W1999199186 · doi:10.5509/2013862305

Asian Investment in the Rural Industries of Papua New Guinea: What's New and What's Not?

2013· article· en· W1999199186 on OpenAlex
Colin Filer

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePacific Affairs · 2013
Typearticle
Languageen
FieldEngineering
TopicMining and Resource Management
Canadian institutionsnot available
Fundersnot available
KeywordsNew guineaInvestment (military)GeographyEconomic growthBusinessDevelopment economicsPolitical scienceEconomicsEthnologyHistoryPolitics

Abstract

fetched live from OpenAlex

One part of the Australian colonial legacy in Papua New Guinea (PNG hereafter) is the Australian government's attempt to forge partnerships with foreign companies in different economic sectors in order to lay the economic foundations for rural development in the newly independent nation. American and Australian capital was invited to develop the mining industry, European capital to develop the oil palm industry, and Japanese capital to develop the forest industry. Nowadays, the Australian government seems to have forgotten its late colonial enthusiasm for this form of state capitalism, and its aid to PNG is largely framed by the neo-liberal policy prescriptions which the World Bank was able to impose on the PNG government through a sequence of structural adjustment programs beginning in 1990. However, members of PNG's national political elite have persistently sought refuge from this economic orthodoxy through their engagement with Asian governments and companies. In this paper I examine the way in which changing political and economic conditions have affected the actual pattern of Asian investment in PNG's forestry and agriculture sectors, and the way in which different stakeholders have responded to this changing pattern of investment. Despite the prevalence of a policy narrative which holds Asian investors responsible for the corruption of PNG's political institutions when mineral resource booms liberate national politicians from the constraints of Western economic orthodoxy, I show that Asian investment in these two sectors has taken several different forms, and there is no simple sense in which PNG's national economy and political system are subject to a concerted takeover by Asian business interests.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.860
Threshold uncertainty score0.454

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.012
GPT teacher head0.189
Teacher spread0.178 · 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