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Record W2246010909 · doi:10.1553/0x003d0a5f

On Projecting the Distribution of Private Households by Size

2021· article· en· W2246010909 on OpenAlexaboutno aff
Dalkhat M. Ediev

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldHealth Professions
TopicGlobal Health Care Issues
Canadian institutionsnot available
Fundersnot available
KeywordsDistribution (mathematics)BusinessEconomicsMathematicsMathematical analysis

Abstract

fetched live from OpenAlex

VID Working Papers are occasionally published by the Vienna Institute of Demography (VID) of the Austrian Academy of Sciences since 2003. These working papers encompass work carried out at the VID and receive only limited review. 2021 VID Working Paper 02/2021 Ana Lucia Abeliansky and Klaus Prettner Population Growth and Automation Density: Theory and Cross-Country Evidence VID Working Paper 01/2021 Magdalena Muszyńska-Spielauer and Marc Luy Well-being adjusted health expectancy - a new summary measure of population health 2020 VID Working Paper 05/2020 Markus Sauerberg The role of education for assessing population health: An analysis of healthy life expectancy by educational attainment for 16 European countries VID Working Paper 04/2020 Nandita Saikia, Moradhvaj Moradhvaj Socioeconomic patterns and determinants of adult mortality due to external-causes in India: Analysis of nationally-representative, population-based survey data VID Working Paper 03/2020 Marc Luy Understanding the Cross-Sectional Association Between Life Expectancy and Healthy Life Years: The CroHaM Hypothesis VID Working Paper 02/2020 Anne Goujon and Claudia Reiter The future of the Protestant Church: Estimates for Austria and for the Provinces of Burgenland, Carinthia and Vienna Deutsche Übersetzung VID Working Paper 01/2020 Sonja Spitzer and Mujaheed Shaikh Health Misperception and Healthcare Utilisation among Older Europeans 2019 VID Working Paper 09/2019 Endale Kebede The Relative Importance of Female Education on Fertility Desires in Sub-Saharan Africa: A Multi-Level Analysis VID Working Paper 08/2019 Maria Winkler-Dworak, Eva Beaujouan, Paola Di Giulio and Martin Spielauer Simulating Family Life Courses: An Application for Italy, Great Britain, and Scandinavia VID Working Paper 07/2019 Bernhard Hammer, Sonja Spitzer, Lili Vargha and Tanja Istenič The Gender Dimension of Intergenerational Transfers in Europe VID Working Paper 06/2019 Muhammad Asif Wazir and Anne Goujon Assessing the 2017 Census of Pakistan Using Demographic Analysis: A Sub-National Perspective VID Working Paper 05/2019 Yuri Yegorov, Dieter Grass, Magda Mirescu, Gustav Feichtinger and Franz Wirl Growth and Collapse of Empires: A dynamic Optimization Model VID Working Paper 04/2019 Vesper H. Chisumpa, Clifford O. Odimegwu and Nandita Saikia Mortality in Sub-Saharan Africa: What is Killing Adults Aged 15-59 Years in Zambia? 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Ediev Projections of Towards a VID Working Paper Franz Christian and Johannes Klotz mortality among men in Austria and the of and VID Working Paper Isabella Buber and The between and among Europeans from VID Working Paper Belinda Aparicio Diaz, Thomas Fent, Alexia Prskawetz, and Laura to The role of and VID Working Paper Dalkhat M. Ediev the Distribution of by Size VID Working Paper Kai und Thomas der und der in Österreich VID Working Paper Gustav Feichtinger, Maria Winkler-Dworak, and Alexia Prskawetz the Age of the of the Austrian Academy of Sciences VID Working Paper Maria Winkler-Dworak and Gender in the to in Is Convergence the VID Working Paper Prskawetz, and the Relation between Fertility and Demographic Behaviour across and Time VID Working Paper Union and First Convergence in Austria, Italy and VID Working Paper Goujon, Anne and Samir and Future of Human Capital in to VID Working Paper H. Does Context on the VID Working Paper Winkler-Dworak, Maria The Low Mortality of a VID Working Paper and Alexia Prskawetz Household Consumption and Fertility in VID Working Paper Franz for Educational Health and Mortality Differentials in Austria VID Working Paper Franz The of Diseases to Educational Mortality in Austria VID Working Paper Goujon, Vegard Katrin Fliegenschnee and New the Future Size of in Austria. Deutschsprachige Zusammenfassung VID Working Paper Dalkhat M. of on of the Reproductive Value to a of VID Working Paper Dalkhat M. Effects of Childbearing VID Working Paper Philipov, and Francesco C. or Fertility Intentions in and and the Impact of and Social VID Working Paper version Franz Educational Differentials in Analysis for Austria with International VID Working Paper Alexia Prskawetz, and Does Fertility the Welfare of An Analysis of and Fertility in VID Working Paper Education in the Fertility The of the Between Education and Birth in VID Working Paper by Doing and from in VID Working Paper Alexia Prskawetz, and C. Do the VID Working Paper und Alexia Prskawetz und VID Working Paper Sobotka, Maria Winkler-Dworak, Maria Rita Testa, Wolfgang Dimiter Philipov, and Richard Gisser Estimates of the of Fertility: Towards a Fertility System in Austria. VID Working Paper Franz Analysis of in Time at the to the using for Duration VID Working Paper Prskawetz, Tomas C. and The Effects of Age Structure on Economic Growth: An Application of to VID Working Paper Fertility Intentions and Effects of and and in Austria. VID Working Paper Anne Goujon, and Wolfgang Lutz der in VID Working Paper C. and Wolfgang Lutz population VID Working Paper Tomas and Fertility Austria: and the VID Working Paper Winkler-Dworak, Maria Fertility Differentials and in Sub-Saharan Africa: A

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)0.001
metaresearch head score (Gemma)0.002
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: Empirical
Teacher disagreement score0.184
Threshold uncertainty score0.368

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.049
GPT teacher head0.426
Teacher spread0.377 · 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".

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Citations12
Published2021
Admission routes1
Has abstractyes

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