Government Help in Upbringing Children and its Significance in the Formation of the Attitudes of Single Parents Towards Employment.
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.
Bibliographic record
Abstract
In the paper, an analysis is presented of the new solutions in government support for the opportunities for providing for the needs of children in families introduced in Poland, which have become a flag electoral project of the right-wing political party Law and Justice (Prawo i Sprawiedliwość). After the parliamentary elections of 2015 the work on a new bill began and in the first quarter of 2016 the Act on government help in upbringing children went into effect. The regulation was intended as a countermeasure to the demographic crisis in Poland. According to this new legal regulation, single parents raising one child may not be able to collect the new benefit. This regulation encourages single parents to leave employment and live on benefits from social services and child-support benefits.
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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 | 0.001 | 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 it