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Record W2337666413 · doi:10.14288/1.0096357

The implications of the Japanese resource procurement strategy for staple resource regions : an examination of coal mining in Southeastern B.C.

2010· article· en· W2337666413 on OpenAlexaboutno aff
Jacqueline K. Maund

Bibliographic record

VenuecIRcle (University of British Columbia) · 2010
Typearticle
Languageen
FieldEngineering
TopicMining Techniques and Economics
Canadian institutionsnot available
Fundersnot available
KeywordsResource (disambiguation)Coal miningProcurementCoalBusinessNatural resource economicsMining engineeringGeographyGeologyArchaeologyEconomicsComputer scienceMarketing

Abstract

fetched live from OpenAlex

The study begins by noting the importance of the Pacific Rim as a trading area within the world economy and examines growing economic ties between Japan and B.C. Japan is becoming increasingly significant as a market for B.C.'s raw materials and a source of investment capital for resource development. In consequence we need to examine the strategy followed by Japanese industrial interests in procuring raw materials. It is noted that this strategy differs in significant respects from the American strategy of direct foreign investment which has been so dominant in Canadian resource development and thus may have different implications for a staple region. The Japanese resource procurement strategy is described focusing on Japanese aversion for investing equity capital, long-term contracts, multiple-sourcing of resources, and consortium resource purchasing. A set of hypotheses are developed concerning the implications of this strategy and are tested in the context of the coal industry in southeastern B.C. This involved interviews with spokesmen from the four coal companies in the region and reliance upon a number of primary and secondary sources. The study concludes that the Japanese strategy gives rise to a set of new problems which increases the costs and risks associated with staple development. For example, their preference for not investing equity shifts the risks of resource development onto the owners of the venture and means that it is easier for the Japanese to wind down contracts or terminate a trading relationship than under the American strategy of direct foreign investment. Consortium resource purchasing inhibits sellers from receiving adequate returns for their resource. The Japanese attempt to encourage over-supply by letting out contracts for more resources than they require. This results in resource developers bearing the costs of unused capacity when contract cut backs occur. Finally, some policy suggestions are offered regarding the problems posed for staple economies by the Japanese resource procurement strategy.

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)0.000
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.881
Threshold uncertainty score0.789

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 communication0.0000.000
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 head0.017
GPT teacher head0.191
Teacher spread0.174 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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

Citations0
Published2010
Admission routes1
Has abstractyes

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