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Record W3211118972 · doi:10.1111/nejo.12376

Toward a Normative Turn in Track Two Diplomacy? A Review of the Literature

2021· review· en· W3211118972 on OpenAlexaff
Julia Palmiano Federer

Bibliographic record

VenueNegotiation Journal · 2021
Typereview
Languageen
FieldSocial Sciences
TopicPeacebuilding and International Security
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsScholarshipNormativeNegotiationEpistemologySociologyConflict resolutionMediationPolitical scienceDiplomacyField (mathematics)Law and economicsLaw

Abstract

fetched live from OpenAlex

Abstract Almost six decades since the emergence of Track Two diplomacy, a form of informal and unofficial dialogues between conflicting parties facilitated by scholar-practitioners, scholarship on the field has grown exponentially. Originally conceived of as a discreet complement to Track One official negotiations between armed actors in conflict, Track Two has become an established and professionalized form of broader conflict resolution. Specific scholarship on Track Two has occupied the liminal space between theory and practice, in which theoretical propositions are often born out of observations from practical applications in empirical cases. Analyzing how Track Two theories reflect these paradigms can give greater insights into the theoretical evolution of the field and where it is headed. This begets a need to regularly and systematically survey the relevant literature on Track Two given the large-scale changes occurring in its practice. This article discusses the evolution of Track Two theories as embedded in conflict resolution paradigms, namely, strategic bargaining and problem solving; conflict transformation; and liberal and post-liberal peacebuilding. In particular, I focus on how the recent "normative turn" in conflict resolution literature has impacted Track Two scholarship. Following the analytical framework of a mediation process applied to Track Two scholarship, I organize relevant literature into “generations” and compare what are identified as the main constitutive components of a Track Two initiative in order to understand how the theories have evolved in this second generation of literature. My analysis finds that conceptions of Track Two have moved from “narrow” to “broad”: influenced by a normative imperative toward more inclusive and participatory peace processes in conflict resolution, activities labeled as Track Two have expanded from small, discreet dialogues between unofficial actors to include more robust forms of civil society inclusion and participation.

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)0.007
metaresearch head score (Gemma)0.018
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.009
Threshold uncertainty score0.037

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.018
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0080.014
Science and technology studies0.0020.011
Scholarly communication0.0090.010
Open science0.0020.003
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.0030.001

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 head0.062
GPT teacher head0.427
Teacher spread0.365 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations24
Published2021
Admission routes1
Has abstractyes

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Same venueNegotiation JournalSame topicPeacebuilding and International SecurityFrench-language works237,207