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Record W7061873502

Shame with no Guilt – descendants of oppressors and restorative justice

2014· other· en· W7061873502 on OpenAlexaboutno aff

Bibliographic record

VenueArca (British Columbia Electronic Library Network) · 2014
Typeother
Languageen
FieldPhysics and Astronomy
TopicGyrotron and Vacuum Electronics Research
Canadian institutionsnot available
Fundersnot available
KeywordsShameHarmRestorative justiceFeelingEconomic JusticeRacism
DOInot available

Abstract

fetched live from OpenAlex

In this workshop, I explore shame and moral responsibility of descendants of oppressors. Until very recently, I did not disclose the shame I carried for being of German ancestry and a white, first generation Canadian. I now appreciate that our genetic ties to those who have harmed and those who have been harmed play a role in how we understand ourselves and relate to others. We need to come to terms with our ethnic inheritance of historical hatreds, enslavement and genocide. As Germans, for example, we are defined in large part by the holocaust. I invite us to explore various questions. How can we best expand our dialogue on racism to respectfully and authentically include all voices, experiences and perspectives, without getting sunk in the quicksand of political correctness or perpetuating any racialized harm or us/them judgments that we are seeking to overcome? Are descendants of oppressors destined to carry collective shame and moral responsibility; is that a required component for healing and reconciliation? What potential role could restorative justice play in healing and moving forward for all parties involved? Restorative justice generally requires someone to admit guilt and to take responsibility. What do we do in cases where someone like myself feels shame, but where I am not actually guilty of a crime or wrongdoing? How do we best express and overcome shame? One of the challenges of genetic shame is that we are ashamed of our ancestry and of who we are. This is a different kind of shame for feeling bad about your behaviour. Braithwaite (1989), in his well-known theory, argues for ‘reintegrative shaming’ as opposed to ‘disintegrative shaming’. Does this apply here too; do descendants of oppressors need to be reintegratively shamed? I am interested in bringing ourselves out of perpetual cycles of self-condemnation and shame, and creating common ground out of our humanity. I suggest that restorative processes, and specifically peacemaking circles, provide a forum whereby all such quandaries can be expressed and resolved, and where we can forge a path forward based on our shared human values.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), 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 score0.449
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.1360.000

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 head0.005
GPT teacher head0.204
Teacher spread0.199 · 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
Published2014
Admission routes1
Has abstractyes

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