Change in European Societies since the 1970s
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
Sociology lags considerably behind political science in its comparative research on European societies, but enough material now exists to enable us to talk broadly about the major changes that have taken place since the 1970s across western Europe, and also to some extent central and eastern Europe too. Attention is here concentrated on those social trends that seem particularly salient for the study of politics, with occupational structure as the starting point. Although this dominant theme of classical sociology has tended to be neglected by much recent research in favour of such areas as deviance, gender and the formation of identities, working life remains fundamental to social organisation and in particular to politics. In fact, the theme of gender is easily accessed through consideration of changes in occupations, and considerable attention will be devoted to it here. This leads in turn to consideration of the family, then on to other aspects of demography including immigration and cultural diversity. This relates clearly to the final theme that will be discussed: the state of religion in Europe. In the conclusions some of the political implications of these changes are brought together.
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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 | 0.002 | 0.002 |
| 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 | 0.001 |
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.
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