Distribution of Expected Time of Old-Age Pension Receipt in Czechia
Bibliographic record
Abstract
This paper presents a calculation of the estimated value of the time of old age pension receipt for individual birth cohorts of Czech males and females born in the period 1900-2020. It is assumed that people start to receive the pension at the moment of reaching retirement age and receive it until death. Starting with the birth cohort of 1966, two variants of retirement age determination are assumed: (a) a fixed retirement age threshold equal to 65 years for both males and females; and (b) a flexible retirement age (equal for males and females) defined in such a way that the average time of pension receipt would be equal to one quarter of the total expected total life span of people reaching senior age. The average lengths of pension receipt as well as the structure of adult persons from each birth cohort according to five-year time intervals of pension receipt (including the proportion of adult persons not surviving until retirement age) in the future are presented. Cohort life tables were used for calculations.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".