MétaCan
Menu
Back to cohort
Record W3142830666 · doi:10.3390/genealogy5020037

Vicky Boldo/kisêwâtisiwinyôtin:iskwew (Gentle Wind Woman): From Individual to Intergenerational Healing

2021· article· en· W3142830666 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueGenealogy · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsConcordia University
FundersSocial Sciences and Humanities Research Council of CanadaConcordia University
KeywordsIndigenousTinDignitySociologyPsychologyPolitical scienceEcologyChemistryLawBiology

Abstract

fetched live from OpenAlex

In this article, the authors highlight Indigenous helper Vicky Boldo/kisêwâtisiwinyôtin:iskwew’s (Gentle Wind Woman) approach to healing knowledges. kisêwâtisiwinyôtin:iskwew’s background of Cree, Coast Salish and Métis ancestry, in addition to living a scarring experience as a trans-racial adoptee, created a ground of insight and self-care that sparked her awareness and reliance on Mother Earth as part of her survival. This chapter documents kisêwâtisiwinyôtin:iskwew’s insights into the sacred and inseparable relationship to Earth and all beings as crucial to overall wellbeing. The authors discuss kisêwâtisiwinyôtin:iskwew’s teachings about connection, embodiment and utilizing inner resources to move through the pain and trauma of separation from the self and sacred. Ultimately, kisêwâtisiwinyôtin:iskwew exemplifies the need to centre the ways in which people respond to hurt assisted by positive social environments that challenge and stop structures of abuse. This understanding gained as a “wounded healer” in turn creates spaces for individual learnings extending into intergenerational teachings on healing and dignity.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.961
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.027
GPT teacher head0.319
Teacher spread0.292 · 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