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Record W4210863202 · doi:10.1111/bld.12460

The beginning of the end of the great confinement: Institutional scandals and inquiries in the immediate post‐world war II era

2022· article· en· W4210863202 on OpenAlexaffabout
Tim Stainton

Bibliographic record

VenueBritish Journal of Learning Disabilities · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicHealthcare innovation and challenges
Canadian institutionsUniversity of British ColumbiaCanadian Institute for Advanced Research
Fundersnot available
KeywordsQuarter (Canadian coin)World War IITurning pointPeriod (music)First world warWork (physics)HistoryPolitical scienceEconomic historySociologyLawAncient history

Abstract

fetched live from OpenAlex

Abstract Background The immediate post‐world war II era was a critical turning point in the history of learning disability in the United Kingdom and much of the global north. Most notably the gradual move away from institutional provision to a community‐oriented approach. While many diverse threads contributed to this change, a key influence was the slow, and incomplete, recognition that institutional provision was not an acceptable option. From the mid 1950s onward a number of commissions and inquiries considered the question of institutions both generally and in response to specific incidents and scandals. This paper traces the history and influence of this early discourse in the third quarter of the 20th century and locates it within the long history of scandals and abuse. Methods Methods included a review of original documents from the period along with scholarly and grey literature review. Findings and Conclusions The recurring scandals and public outcry that surrounded the long‐stay institutions of this period was a pivotal piece in spurring the move away from institutions towards community care. While significant progress was made deinstitutionalization remains a work in progress and institutions remain remarkably resilient despite a long and consistent history of failure.

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)0.004
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.305
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.005
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.028
GPT teacher head0.300
Teacher spread0.271 · 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; both teacher heads agree on what is shown here.

Study designQualitative
Domainnot available
GenreEmpirical

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
Published2022
Admission routes2
Has abstractyes

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