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Record W2494550564 · doi:10.14288/1.0087006

Problems of labour markets: East European economies in transition

2009· article· en· W2494550564 on OpenAlexaff
Sergei Leonid Ivanov

Bibliographic record

VenuecIRcle (University of British Columbia) · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicLabour Market and Migration
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsTransition (genetics)EconomyEconomicsMarket economyBusiness

Abstract

fetched live from OpenAlex

The main objective of the present study is to examine the role of labour markets in East European economic transition and the current labour market situation in different countries with a particular focus on the links between labour markets and the task of macroeconomic restructuring. The principal questions posed are, briefly: what is the role of labour markets in helping to ensure success for economic transformation?, what are the current problems threatening the success of the reforms?, and, finally, what are the goals and mechanisms of labour market transition?" The study is confined to the macro level and does not focus on the level of the region and/or enterprise. In dealing with the problems of goals and mechanisms, the study is policy-oriented. Methodologically the study sees the transitional development of labour markets in East European countries as a triply-influenced process. First, labour markets have inherited a number of features from pre-transitional economic and political systems. Second, broad economic policy pursued by the present governments undoubtedly shapes both current labour market issues and the scope of active employment measures to be implemented. Finally, changes within the labour force itself induced by the systemic changes are important. The methodological approach of analyzing East European labour markets development as a triply-influenced process is closely linked to the main research questions above. The link is provided by the two crucial issues which are examined throughout the thesis: the degree of labour market restructuring to be expected, and the origins and scale of East European unemployment. Part I of the thesis deals with introductory issues and provides some theoretical and empirical insights into economic transition in Eastern Europe. Part II analyzes the theory and practice of labour markets under central planning. Part III is devoted to structural problems of East European labour market transitions and offers some new methodological approaches and working hypotheses. Part IV offers an overview of labour issues in growth and development thought. Finally, Part V deals with transitional issues of East European labour markets.

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)0.000
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.974
Threshold uncertainty score0.871

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.007
GPT teacher head0.175
Teacher spread0.168 · 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 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
Published2009
Admission routes1
Has abstractyes

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