MétaCan
Menu
Back to cohort
Record W2888787933

International Negotiation and Mediation in Violent Conflict: The Changing Context of Peacemaking

2018· book· en· W2888787933 on OpenAlexaff
Chester A. Crocker, Fen Osler Hampson, Pamela Aall

Bibliographic record

Venuenot available
Typebook
Languageen
FieldSocial Sciences
TopicGlobal Peace and Security Dynamics
Canadian institutionsCentre for International Governance Innovation
Fundersnot available
KeywordsPeacemakingMediationNegotiationContext (archaeology)Transformative mediationPolitical scienceConflict managementPoliticsSettlement (finance)Conflict resolutionPublic relationsSociologyPolitical economyAlternative dispute resolutionLawGeographyBusiness
DOInot available

Abstract

fetched live from OpenAlex

"This collection of essays situates the study and practice of international mediation and peaceful settlement of disputes within a changing global context. The book is organized around issues of concern to practitioners, including the broader regional, global, and institutional context of mediation and how this broader environment shapes the opportunities and prospects for successful mediation. A major theme is complexity, and how the complex contemporary context presents serious challenges to mediation. This environment describes a world where great-power rivalries and politics are coming back into play, and international and regional organizations are playing different roles and facing different kinds of constraints in the peaceful settlement of disputes. The first section discusses the changing international environment for conflict management and reflects on some of the challenges that this changing environment raises for addressing conflict. Part II focuses on the consequences of bringing new actors into third party engagement and examines what may be harbingers for how we will attempt to resolve conflict in the future. The third section turns to the world of practice, and discusses mediation statecraft and how to employ it in this current international environment. The volume aims to situate the practice and study of mediation within this wider social and political context to better understand the opportunities and constraints of mediation in today's world. The value of the book lies in its focus on complex and serious issues that challenge both mediators and scholars. This volume will be of much interest to students, practitioners, and policymakers in the area of international negotiation, mediation, conflict resolution and international relations."--Provided by publisher

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)0.001
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: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.943
Threshold uncertainty score0.729

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.294
Teacher spread0.277 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations7
Published2018
Admission routes1
Has abstractyes

Explore more

Same topicGlobal Peace and Security DynamicsFrench-language works237,207