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Record W3160319902

Searching for a Better Way: My Journey into "Two-Eyed Seeing" - Reflections on Spiritual Teachings from a Saulteaux Knowledge Holder Relevant to future Indigenous Teachers

2021· dissertation· en· W3160319902 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

VenueUniversity Library (University of Saskatchewan) · 2021
Typedissertation
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousPsychologyBiologyEcology
DOInot available

Abstract

fetched live from OpenAlex

Abstract\nThis thesis is an account of my own journey into an Indigenous way of knowing, the teachings that stem from it and the potential path going forward. A decision-making process cemented in logic and reason, guided primarily by a Western way of knowing, marks the beginning of the journey. My journey into an Indigenous way of knowing is propelled by an inner urgency and a search for a deeper meaning to my existence. I engage in an extended conversation with a knowledge keeper of the Saulteaux traditional teachings of the Bear Clan and then reflect upon the meaning of these teachings. In doing so, the spiritual component of existence, which I have experienced through ceremony, is underlined as is its life-altering power to inform, alter and enhance my current way of knowing and being in this physical world.\nAs Métis peoples we have been naturally gifted with two different ways of knowing. In order to make informed decisions about how to lead our physical existence, we need to understand both ways of knowing: to be able to see with both eyes. Neither system is inherently right or wrong. Hence, the extent to which each way of knowing becomes part of an individual Métis epistemology is a personal choice.\nIndigenous theory and Indigenous methodology are both used throughout the thesis. The concepts of Two-Eyed Seeing (Bartlett et al., 2012), narrative, storytelling, the conversational method as interview process, self-in-relation, self-referent and experiential learnings make meaning of the teachings and guide my reflections by providing the context for my insights. In the conclusion (chapter five), I write a letter to future Indigenous teachers, reflecting on the central role the spiritual component of existence can play in their journey as educators.

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 categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.591
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
Bibliometrics0.0010.001
Science and technology studies0.0120.000
Scholarly communication0.0000.002
Open science0.0010.000
Research integrity0.0010.001
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 head0.016
GPT teacher head0.281
Teacher spread0.266 · 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