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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

12 months, equal to four hundred paid staff across all settings. 27.Of those who left the organisation in the last 12 months, it was believed that around half (50%) obtained other posts in the childcare and early years sector; one in seven (15%) went to jobs in other sectors and a quarter (26%) didn't take up any other employment. 28.The turnover rate 3 for paid staff across the whole sector was 11%, of which about 5.5%went to other early years or childcare settings and 5.5% left the sector altogether.The employment growth rate was 13% 4 .Childcare and Early Years Workforce Survey 2002/03: Nursery Schools2 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 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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.206
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.007

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; both teacher heads agree on what is shown here.

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
Published2004
Admission routes1
Has abstractyes

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