MétaCan
Menu
Back to cohort
Record W1517134642

Creating Space: My Life and Work in Indigenous Education

2014· article· en· W1517134642 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.

venuePublished in a venue whose home country is Canada.
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

VenueCanadian journal of native studies · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousConversationCurriculumSpace (punctuation)Reading (process)SociologyMedia studiesHistoryPolitical sciencePedagogyLawEcology
DOInot available

Abstract

fetched live from OpenAlex

Verna Kirkness, Creating Space: My Life and Work in Indigenous Education. Winnipeg: University of Manitoba Press, 2013. 208 pages. ISBN: 978-0-88755-743-9. $34.95 paperback.Creating Space is a valuable contribution to the field of Canadian education in general, and to Indigenous education in particular. After a long and distinguished career, Verna has returned to her home province of Manitoba. Her recounting of her life and work does read like a conversation over a cup of tea, but due to Verna's involvement in positions and roles at local, provincial, and national levels, it is a very enlightening chat for any reader interested in the historic progress of Aboriginal education in Canada. Her book makes fascinating reading and once began, could not put it down!Verna divides her story into seven chapters. Chapter one is devoted to telling about her family and her early school days. She notes that, unlike today, schools on the reserve did not have to follow provincial curriculum guidelines. An educator can appreciate the huge movement over the years, as today's curricula in Manitoba are outcomesbased; thus, schools and teachers on reserves, and anywhere else, can select materials that best suit their students. While not quite as old as Verna, and from Saskatchewan rather than Manitoba, recalled reading the same books as she did, and indeed, many of our textbooks were also covered in brown paper book jackets! With negative stories that seem to persist about the reserve school system, and particularly about residential schools, it is wonderful to hear about Verna's positive experiences: I believe that on the whole we had caring teachers. . . . My love for school was not deterred by any of them (5). She recounts being encouraged by non-Aboriginal teachers to continue her education, and makes no mention of any racism toward her from the largely nonAboriginal community in Teulon. Interestingly, Verna did not receive formal Indian status until later in life, and she dares to wonder if in some instances that helped her. She also notes that her community enjoyed activities often associated with Metis culture, for example square dancing and jigging (10).Verna talks about her teaching career in chapter two. She began teaching as a Permit Teacher after only six weeks of training, and then, after her first two years of teaching in a Metis community, she returned to Normal School and afterward went to her home community of Fisher River to teach. Her leadership potential was identified early on and she soon became a senior teacher. Verna also taught at Birtle Residential School as well as at Rossville Indian Residential and Day School at Norway House. Verna's recounting of her time at each school gives a different, more positive picture of such schools. She does note, however, that no one was thinking then of culturally-appropriate pedagogy or resources. …

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
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.737
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)0.0000.000

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 head0.023
GPT teacher head0.329
Teacher spread0.306 · 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