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Record W154213010 · doi:10.18584/iipj.2014.5.4.2

Oil Companies, Reindeer-Herding Communities, and Local Authorities: Rights to Land from the Perspective of Various Stakeholders

2014· article· en· W154213010 on OpenAlexvenueno aff
Svetlana Tulaeva

Bibliographic record

VenueInternational Indigenous Policy Journal · 2014
Typearticle
Languageen
FieldEngineering
TopicMining and Resource Management
Canadian institutionsnot available
FundersRussian Presidential Academy of National Economy and Public AdministrationItä-Suomen Yliopisto
KeywordsHerdingIndigenousPerspective (graphical)AppealState (computer science)StakeholderCorporate governanceFocus (optics)BusinessPolitical scienceLaw and economicsLawSociologyPublic relationsEcologyGeographyFinance

Abstract

fetched live from OpenAlex

This article is devoted to the consideration of land disputes between oil companies and reindeer-herding communities. This research analyzes the legal framework within which the participants of conflict act, with particular reference to legal anthropology. Most of the focus is not so much on formal laws as on the way in which they are understood and interpreted by the participants in relations. It is shown that various groups are guided by different laws and regulations, determining for themselves their priority over others. Emphasis is placed on the role of custom and the way in which it influences the appeal of locals to the state legal system. Starting from the specificity of legal environment, this article explains the use by the participants of conflicts of various strategies to settle them.

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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.593
Threshold uncertainty score0.979

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 head0.028
GPT teacher head0.257
Teacher spread0.230 · 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 designQualitative
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

Citations4
Published2014
Admission routes1
Has abstractyes

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