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Record W2021399083 · doi:10.1353/utq.2011.0128

Gifted to Learn (review)

2011· article· en· W2021399083 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

VenueUniversity of Toronto Quarterly · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicEducation Methods and Practices
Canadian institutionsnot available
Fundersnot available
KeywordsCriticismIndictmentCurriculumRacismSociologyImmigrationPedagogyMedia studiesLawPolitical scienceGender studies

Abstract

fetched live from OpenAlex

Reviewed by: Gifted to Learn Jesse Rae Archibald Barber (bio) Gloria Mehlmann . Gifted to Learn. University of Alberta Press. 2008. xv, 326. $24.95 In Gifted to Learn, Gloria Mehlmann recounts her experiences as a First Nations teacher in Regina public schools during the 1960s and 70s. She was a trailblazer in a time when there were no Aboriginal teachers in the education system to mentor her, and no Aboriginal programs to help deal with the stereotyping of Indians that shaped Canada's public policy and filled the schoolbooks of the day. Unhappy with how such material made one more a 'keeper of half-truths' than a teacher, Mehlmann went on to help develop a curriculum that better reflects 'a complete account of Canadian history and culture.' She discusses in detail how she went about this project and includes a brief methodology for teaching Aboriginal history. At the same time, while Mehlmann addresses how public schools tended to overlook the 'unique qualities that make up individuality,' the book does not read as an indictment of society or the education system. She does not dwell on the issues of racism and social divisions, but rather focuses on the difficulties and the success stories common to Aboriginal, Canadian, and immigrant students new to Canada. Although the book is not a typical work of research and criticism, it does not disappoint the academic or historian. Illustrating 'how societal change and reactive policy affects teaching and learning,' Mehlmann chronicles several events of the 1960s and 1970s that provide a backdrop to her teaching career, including the first space flights, the computer age, the Vietnam War, social revolution, the economy, globalization, and women's equality. She reaches further critical depth with her ongoing reflections on how she lost her Indian status through marriage, and, witnessing the general breakdown of the traditional family unit, she [End Page 307] compares the experience of colonization on Indians to the effects that globalization has had on all Canadians. This leads her to recount her own crisis of faith and her views on the existential instability of identity. Despite these weighty historical matters, Mehlmann spares the reader a tedious chronological narrative, but instead organizes her memoir into chapters that contain 'many rooms of psychological time where stories dwell.' From her passion for teaching, her early inspirations and doubts, identifying student learning patterns, engaging with parents, facing discrimination and finding success, she traces the many incidents that shaped her teaching. The book's form is not without its faults, though, as this type of psychological structure often lacks a coherent through line, and the work can meander and get caught up in too much reflection, almost losing its way at times. It can give the impression that we are learning from the same mistakes over and over, just in different ways. However, in a certain sense, this form may reflect the very message of the work - that teaching is a lifelong collaborative learning process, fraught with uncertainties, but always with a goal, even if it is not always direct. 'Real learning takes time' - and this point provides the fundamental pattern to the work, as each of her recollections is accompanied by related stories of her students, colleagues, and her own teachers, all interspersed with an epistolary correspondence with her closest friend and confidant. Thus, the book is not so much a work of analysis as an analogy guided by its main kernel of wisdom: 'Learning to teach comes with the children themselves.' In this way, all of her stories connect with what is most important in her profession: the students, and their remarkable resilience to overcome great obstacles. Mehlmann writes with honesty and insight about one of the most important developments in Canadian education. The work is not only important to Aboriginal educators in Regina, but to educators across Canada, as well as to parents and students. Gifted to Learn is a gift to all learners. Jesse Rae Archibald Barber Jesse Archibald-Barber, Department of English, First Nations University of Canada Copyright © 2011 University of Toronto Press Incorporated

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.813
Threshold uncertainty score0.989

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0120.000

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 head0.058
GPT teacher head0.333
Teacher spread0.276 · 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