MétaCan
Menu
Back to cohort
Record W4205667287 · doi:10.1108/her-10-2021-089

Book review

2021· article· en· W4205667287 on OpenAlexaboutno aff

Bibliographic record

VenueHistory of Education Review · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicHistorical Education Studies Worldwide
Canadian institutionsnot available
Fundersnot available
KeywordsPhilosophy

Abstract

fetched live from OpenAlex

Many of the ideas that underpin specialised education for children with disabilities in the Western world owe their impetus to the progressive ideals of the early 20th century.Progressives believed the application of science and rational and reasoned interventions in society would make a positive difference but they also indulged in a frenzy of measurement and categorisation that tipped into eugenics and ushered in bleak forms of social control, such as isolating those deemed unfit.As historians love to say, it's complicated, and there are few policy areas or periods as complicated as the education of children diverted into auxiliary (special) education because they had been labelled mentally defective or feeble-minded, or displayed other forms of disability.Ellis deftly explains the complicated nature of the history of special education in Toronto.It is a slender book, just 211 pages of text, but it is informed by contemporary literature from America and Britain and set against a large body of historical research into progressive ideology and education.It is focused on Toronto but the trajectory Ellis charts can be seen across Canada and in the education and child welfare systems of other English-speaking nations, including America and Australia.Special education was an area where maternalist feminists and child savers came together with other social reformers and harnessed the administration and bureaucracy to combat the perceived social ills of children who were, as Ellis delicately states, exceptional.At the beginning of the 20th century, Toronto, like most capital cities in the Pacific and Americas, had to address the demands of urbanisation as well as a sudden influx of culturally and religiously diverse migrants.Many new arrivals did not speak English well or at all, including Eastern European Jewish migrants.At the same time, crowding and poor sanitation caused horrific infant mortality rates, which social reformers, especially maternalist feminists, believed imperilled the white race.Reformers in Western nations devoted considerable energy to the development and codification of terms like "feeblemindedness" and "mental deficiency" and devised theories and systems of education to isolate children and incarcerate adults who had the misfortune to be labelled in this way, both to stop these individuals reproducing and remediate them.In Toronto, the leading lights included school trustee Edith Lelean Groves and the educator and medical practitioner Helen MacMurchy, who was a powerful force in the National Council of Women.As a result of their work, Toronto introduced auxiliary classes for "mental defectives" and the "feeble-minded", language schools for foreign children, and forest schools, which delivered education along with fresh air and nutrition to counter the miasma of the cities and the perceived deficits of the family home.Ellis overtly rejects the temptation to laud reformers or condemn them for social control but reports on the breadth and complexity of their motivations.Those who instigated auxiliary education sought to remediate individuals as well as society, so offered education

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)0.001
metaresearch head score (Gemma)0.003
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: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.105
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
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)0.0430.000

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 head0.046
GPT teacher head0.380
Teacher spread0.335 · 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
GenreReview

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
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueHistory of Education ReviewSame topicHistorical Education Studies WorldwideFrench-language works237,207