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Record W7033398022

Rättvisans roll i sanningskommissioner : En kvalitativ fallstudie om hur rättvisa utövades av sannings- och försoningskommissionen i Kanada

2021· other· en· W7033398022 on OpenAlexaboutno aff

Bibliographic record

VenueDiVA (Linnaeus University) · 2021
Typeother
Languageen
FieldComputer Science
TopicHealthcare during COVID-19 Pandemic
Canadian institutionsnot available
Fundersnot available
KeywordsRetributive justiceRestorative justiceCommissionEconomic JusticeWork (physics)Transitional justice
DOInot available

Abstract

fetched live from OpenAlex

In this text the Canadian truth and reconciliation commission is examined based on its relation to restorative and retributive justice. These forms of justice are part of a larger theoretical base, namely that of transitional justice. Using the method of a qualitative case study this text aims to examine two questions; firstly, in what way retributive and restorative justice had a part in the creation of the commission, and secondly, how the commission attempted to create justice in accordance to these two justice principles in its work process and the result thereof. In order to answer these questions, the Canadian truth and reconciliation commission is analysed through books and scientific papers, using Mark R. Amstutz theories on retributive and restorative justice. The result of the analysis shows that the Canadian commission is influenced by both forms of justice. The creation occurred as a consequence of many retributive aspects and a need for restorative justice, whereas the work process and result aimed primarily towards restorative justice, with some retributive aspects present.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.053
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0020.003
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0040.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.022
GPT teacher head0.271
Teacher spread0.249 · 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
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

Citations0
Published2021
Admission routes1
Has abstractyes

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