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Record W4361249030 · doi:10.15446/frdcp.n23.99063

Responsibility to Reconcile: Adopting New Terms to Foster Recognition

2023· article· en· W4361249030 on OpenAlexaff
María-Paula Espejo

Bibliographic record

VenueForum Revista Departamento Ciencia Política · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicPeacebuilding and International Security
Canadian institutionsWestern University
Fundersnot available
KeywordsPeacebuildingContext (archaeology)Economic JusticeSet (abstract data type)SociologyPower (physics)Transitional justiceProcess (computing)Work (physics)Political scienceSocial responsibilityEpistemologyPublic relationsEngineering ethicsLawComputer scienceEngineering

Abstract

fetched live from OpenAlex

The present article is the second of a three-series collection of articles that analyze the power of language to introduce a new set of concepts in contexts where societies can foster peacebuilding in post-conflict scenarios. I build up on Hannah Arendt’s moral responsibility work to understand the need to analyze responsibility in transitional justice frameworks while landing it on peacebuilding discussions. The article advances in how this concept can contribute to fostering recognition, the role it plays in [re]building civic trust and, ultimately, promoting reconciliation. This study is motivated to find a way to engage civil society in the process where social grounds are rethought on respect as a basis. I present a proposal to use the concept of responsibility while suggesting a definition circumscribed to the context of peacebuilding during transition processes.

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)0.002
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.131
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.003

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 head0.058
GPT teacher head0.368
Teacher spread0.310 · 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.

Study designNot applicable
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

Citations0
Published2023
Admission routes1
Has abstractyes

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