MétaCan
Menu
Back to cohort
Record W7034343235

Therapeutic residential care with children and youth: developing evidence-based international practice

2014· other· en· W7034343235 on OpenAlexaboutno aff

Bibliographic record

VenueSussex Research Online (University of Sussex) · 2014
Typeother
Languageen
FieldEngineering
TopicTailings Management and Properties
Canadian institutionsnot available
Fundersnot available
KeywordsWork (physics)PopulationGovernment (linguistics)Context (archaeology)LimitingScope (computer science)
DOInot available

Abstract

fetched live from OpenAlex

Therapeutic Residential Care For Children and Youth takes a fresh look at therapeutic residential care as a powerful intervention in working with the most troubled children who need intensive support.
\n
\nFeaturing contributions from distinguished international contributors, it critically examines current research and innovative practice and addresses the key questions: how does it work, what are its critical “active ingredients” and does it represent value for money? The book covers a broad spectrum of established and emerging approaches pioneered around with world, with contributors from the USA, Canada, Scandinavia, Spain, Australia, Israel and the UK offering a mix of practice and research exemplars. The book also looks at the research relating to critical issues for child welfare service providers: the best time to refer children to residential care, how children can be helped to make the transition into care, the characteristics of children entering and exiting care, strategies for engaging families as partners, how the substantial cost of providing intensive is best measured against outcomes, and what research and development challenges will allow therapeutic residential care to be rigorously compared with its evidence-based community-centered alternatives. Importantly, the volume also outlines how to set up and implement intensive child welfare services, considering how transferable they are, how to measure success and value for money, and the training protocols and staffing needed to ensure that a programme is effective.
\n
\nThis comprehensive volume will enable child welfare professionals, researchers and policymakers to develop a refined understanding of the potential of therapeutic residential care, and to identify the highest and best uses of this intensive and specialized intervention.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.626
Threshold uncertainty score0.885

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.055
GPT teacher head0.291
Teacher spread0.236 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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
Published2014
Admission routes1
Has abstractyes

Explore more

Same venueSussex Research Online (University of Sussex)Same topicTailings Management and PropertiesFrench-language works237,207