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Record W7017720679

2002/03 childcare and early years workforce survey : nursery schools

2004· other· en· W7017720679 on OpenAlexaboutno aff

Bibliographic record

VenueDigital Education Resource Archive (University College London) · 2004
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsWorkforceQuarter (Canadian coin)TurnoverPre schoolCurrent Population SurveyFull-timeMaternity leave
DOInot available

Abstract

fetched live from OpenAlex

PLACES AND CHILDREN 6.The total number of early years places in nursery schools was 26,900 and 35,850 children were enrolled 1 . 7.The average number of early years places was 58 but the average number of children enrolled was 77.8. Average capacity per setting was higher in the South/East (62) than in the North/Midlands (55). Executive Summary 31 It should be noted that some places are part-time places -i.e one place could be used by more than one child.For example one place could be used by one child in the morning and by another child in the afternoon.Childcare and Early Years Workforce Survey 2002/03: Nursery Schools 5 2 This is calculated by dividing the total number recruited by the total number currently employed -plus those leaving their current employment minus those recruited.It should be noted therefore that this recruitment rate takes account of the 'churn within the sector' as well as the number of staff being recruited to the sector.3 This is calculated by dividing the total number leaving their employment by the total currently employed less the difference between those recruited and those leaving their current employment.It should be noted that this turnover rate therefore includes 'churn within the sector' as well as staff leaving the sector.4 This is calculated by dividing the net change in staff by the total currently employed less the difference between those recruited and those leaving their current employment.It should be noted that this employment growth rate therefore includes 'churn within the sector' as well as staff joining or leaving the sector.

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)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.126
Threshold uncertainty score0.250

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0080.006

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 head0.008
GPT teacher head0.209
Teacher spread0.201 · 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 designObservational
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
Published2004
Admission routes1
Has abstractyes

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