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Record W6960054940 · doi:10.13021/mars/8471

Some Reflections on the Role of Power in Track II Mediation

2021· article· en· W6960054940 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueGeorge Mason University · 2021
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicNitrogen and Sulfur Effects on Brassica
Canadian institutionsnot available
Fundersnot available
KeywordsPeacemakingMediationPower (physics)Party-directed mediationConstructiveProcess (computing)Key (lock)Conflict resolution

Abstract

fetched live from OpenAlex

Power is a central feature of both Track I (formal) and Track II (informal) mediation. Power intersects the mediation process at every stage and is deeply embedded in the process, its design and structure, as well as who facilitates it. This paper addresses the question of how to manage these and other power dynamics and what can be done to alter them. Four key insights are presented based on the author’s personal experience undertaking peacemaking and mediation in Canada and overseas over the last twenty years. The four insights are that: (1) Convening power is shaped by the type of process and who is running it; (2) The mediator has procedural power but exercising it might create a reputational cost; (3) Power imbalances are likely to occur and the mediator needs to make a conscious effort to address them; (4) Power, which is often deeply embedded in the social institutions where the conflict is occurring, can be used for either constructive (peaceful) or destructive (violent) purposes and that decision is influenced by leaders from different sectors (political, military, etc.). Based on these four key insights, several recommendations for mediation and peacemaking actors to address power dynamics are developed.

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)0.000
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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.150
Threshold uncertainty score0.189

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.007
GPT teacher head0.215
Teacher spread0.208 · 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