Real Democracy: A Critical Realist Approach to Democracy and Democratic Theory
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
Abstract This article presents an alternative general model of democracy to traditional minimalist (electoral and liberal) and deliberative theories by drawing from critical realist philosophical thought. Realist or real democracy is proposed as a societal system where preconditions exist to fully empower all citizens to realize their individual capabilities. This includes empowerment opportunities at the ballot box - but also other preconditions such as health, educational and living standards. Real democracy also separates democratic preconditions from democratic outcomes. Democratic outcomes require the absence of inequalities in power as result from the contingent interaction preconditions and human agency. The new approach is argued to provide a more holistic and dynamic concept of democracy which is also more grounded in the everyday experience of the citizen compared to traditional approaches. It reconnects democracy with theories of human development and enables a new classification of political regimes and conception of democratic politics. An initial empirical mapping of patterns of global real democracy shows evidence of rising preconditions since 1990 - but stagnation since 2010 and some signs of decline. Democratic outcomes by socio-economic position saw the most notable decline.
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 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 | 0.004 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.007 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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