Children as an Object of the Right-Wing Populist Politics and Discourse in Poland
Bibliographic record
Abstract
In Central and Eastern Europe populist regimes are attracting attention as a result of the traumatic legacy of communism, the subsequent overburdening reforms and exhausting systemic transformation, resurgence of ever-lurking nationalism, regional conservatism, parochialism and cultural chauvinism, and/or as an example of the structural shortcomings of young democracies at the borders of civilization. The subject literature also indicates numerous and universal elements of populist governments, present as well in this part of Europe. Without prejudging the aptness and strength of these various concepts and arguments, this article is an attempt to include in these wideranging themes a particular issue that absorbs conservative populists, namely “childhood” and “children”. While the problem of children in politics has already received numerous interpretations, the importance of childhood in the right-wing populist discourse and politics has so far remained an issue discussed only occasionally. We put forward the thesis that children play an important and specifi c role in the right-wing populist superstructure – they constitute an illusory picture of the nation, an allegory of its renewal, as well as a convenient, though inconsistently used, instrument for achieving political, ideological and propaganda goals. Attitudes towards children can be an important characteristic of populism as such, and should be taken into account in research on the subject. We will illustrate these problems using the example of Poland and the populist Law and Justice (PiS) Party that is in power there now.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.013 | 0.032 |
| Scholarly communication | 0.012 | 0.006 |
| Open science | 0.001 | 0.013 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".