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Record W1972275084 · doi:10.2979/gls.2003.10.1.369

Contract of Mutual (In)Difference: Governance and the Humanitarian Apparatus in Contemporary Albania and Kosovo

2003· article· en· W1972275084 on OpenAlexaff
Pandolfi

Bibliographic record

VenueIndiana Journal of Global Legal Studies · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicHuman Rights and Development
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsSovereigntyGlobeHumanitarian interventionGlobal governanceHuman rightsPolitical sciencePower (physics)Corporate governancePoliticsPolitical economyIntervention (counseling)LawPublic administrationSociologyEconomyEconomicsManagement

Abstract

fetched live from OpenAlex

In his book Le malheur des autres, Bernard Kouchner, the founder of Medecins Sans Frontieres and the former French Health Minister, wrote that “[h]umanitarian activities have become customary.” Kouchner’s statement points to the new forms of globally organized power and expertise, located within new transnational regimes, humanitarian networks, non-governmental organizations (NGOs), and multiand bilateral organizations that are now developing. These new transnational regimes, parallel to local forms of rule, constitute a mobile apparatus which I have defined as migrant sovereignties. With the explosive growth of NGOs of all scales and varieties that has occurred since 1945, we are witnessing a massive transformation in the nature of global governance. Such growth has been fueled by the connected development of the U.N. system, and, more particularly, by the increasing global circulation and legitimization of discourse and politics of “human rights.” Resolutions adopted by the U.N. Security Council and various international agencies and meetings show that new forms of sovereignty have come into place alongside older, territorialized forms. These new forms legitimize the right of interference and intervention, identifying a deterritorialized sovereignty that migrates around the globe to sites of “crisis” and humanitarian disaster.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.045
Threshold uncertainty score0.092

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0090.050
Scholarly communication0.0060.005
Open science0.0010.005
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0020.000

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 head0.039
GPT teacher head0.315
Teacher spread0.276 · 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 source (direct Gemma or distilled Codex), 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

Citations146
Published2003
Admission routes1
Has abstractyes

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