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Record W7028924586

Gyventojų senėjimas - iššūkis socialinei ir darbo rinkos politikai

2007· dissertation· en· W7028924586 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueLaba (Lietuvos akademinių bibliotekų direktorių asociacija) · 2007
Typedissertation
Languageen
FieldSocial Sciences
TopicEuropean Linguistics and Anthropology
Canadian institutionsnot available
Fundersnot available
KeywordsLithuanianPopulationPopulation ageingState (computer science)Social policyWork (physics)Working lifeQuarter (Canadian coin)Birth rate
DOInot available

Abstract

fetched live from OpenAlex

Different countries, including Lithuania, meet economic and social challenges and changes in the sector of social security. The anticipation of the problems and taking actions for the prevention of their after-effects, which may occur in future, is especially important, taking in to the account the projection of population ageing. \nThis work analysis the challenges for social and labour market policy, arising from the ageing of the population. \nMain purpose of the work is to unfold the point of view of different age groups, women and men, about the ageing process of the population and the challenges of this process for state social and labour market, as well as discovering the opinion of the questioned groups of the ways for solving the problems, caused by the process. Therefore, a survey for the implementation of this purpose has been performed. 100 respondents in the age of 30-69 age have been questioned during this survey. The data of this survey do not reflect the opinion of all Lithuanian inhabitants about the challenges, changes and problems, arising due to the population ageing. This is just a tendency for seeing some particular consistent patterns. \nEssence and reasons of population ageing, world wide and Lithuanian ageing tendencies, state policy on elderly people are being reviewed in this work.\nCurrently have the rates of population ageing due to the reduced birth rate and high emigration level in Lithuania signally quickened. Responding to the challenges... [to full text]

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.

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)0.004
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.687
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0010.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0040.007
Science and technology studies0.0030.002
Scholarly communication0.0010.000
Open science0.0020.000
Research integrity0.0040.003
Insufficient payload (model declined to judge)0.0030.001

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 head0.031
GPT teacher head0.428
Teacher spread0.396 · 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