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Record W4299627933 · doi:10.51952/9781847422903.ch003

Checks and Balances

2010· book-chapter· en· W4299627933 on OpenAlexaboutno aff
Roy Parker

Bibliographic record

VenuePolicy Press eBooks · 2010
Typebook-chapter
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsEnvironmental science

Abstract

fetched live from OpenAlex

This chapter focuses on the regulation of the emigration of children. The Local Government Board (LGB) (the successor to the Poor Law Board [PLB] in 1871) was responsible for the oversight and regulation of the activities of local boards of guardians, and this included the emigration of children in their charge. In particular the central authority was required to approve the departure of each child individually. As a result important questions arose, especially about the proper interpretation and application of the law, as well as about how policy should be framed. In sharp contrast, the activities of the private bodies and individuals, having taken children into their care, were not subject to any comparable regulation or scrutiny, except when they fell foul of certain general laws, such as that of habeus corpus. Nevertheless, many of the questions that surfaced in connection with the emigration of Poor Law children were equally pertinent in the case of the trans-shipment of those who were the responsibility of private agencies. For this reason the way in which the issues confronting the LGB were dealt with has a wider relevance than would be suggested by the fact that, eventually, the majority of children sent to Canada were drawn from private organisations.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.020
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.915
Threshold uncertainty score0.822

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.020
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.005
Science and technology studies0.0100.004
Scholarly communication0.0110.006
Open science0.0040.004
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.2460.073

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 head0.030
GPT teacher head0.270
Teacher spread0.240 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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
Published2010
Admission routes1
Has abstractyes

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Same venuePolicy Press eBooksSame topicCanadian Identity and HistoryFrench-language works237,207