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Record W2554869174 · doi:10.1017/s0026749x16000202

Nepal's Ongoing Political Transformation: A review of post-2006 literature on conflict, the state, identities, and environments

2016· review· en· W2554869174 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

VenueModern Asian Studies · 2016
Typereview
Languageen
FieldSocial Sciences
TopicSociopolitical Dynamics in Nepal
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsScholarshipPolitical scienceState (computer science)Political economyPoliticsPolitySociologyGender studiesLaw

Abstract

fetched live from OpenAlex

Abstract This review article provides a reading guide to scholarly literature published in English about Nepal's political transformation since 2006, when Nepal's decade-long civil conflict between Maoist and state forces formally ended. The article is structured around four major themes: (1) the Maoist insurgency or ‘People's War’; (2) state formation and transformation; (3) identity politics; and (4) territorial and ecological consciousness. We also address the dynamics of migration and mobility in relation to all of these themes. Ultimately, we consider the Maoist movement as one element in a much broader process of transformation, which with the benefit of hindsight we can situate in relation to several other contemporaneous trajectories, including: democratization, identity-based mobilization, constitutional nationalism, international intervention, territorial restructuring, migration and the remittance economy, and the emergence of ecological and other new forms of consciousness. By looking across the disciplines at scholarship published on all of these themes, we aim to connect the dots between long-standing disciplinary traditions of scholarship on Nepal and more recent approaches to understanding the country's transformation.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.877
Threshold uncertainty score0.952

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
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 head0.047
GPT teacher head0.390
Teacher spread0.343 · 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