The media and neo-populism : a contemporary comparative analysis
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
Tables and Figures Acknowledgments Foreword The Media and the Growth of Neo-Populism in Contemporary Democracies by Gianpietro Mazzoleni Striking a Responsive Chord: Mass Media and Right Wing Populism in Austria by Fritz Plasser and Peter A. Ulram The Media and Neo-populism in France by Guy Birenbaum and Marina Villa The Northern League and the Italian Media System by Roberto Biorcio The Bharatiya Janata Party, Ayodhya, and the Rise of Populist Politics in India by John McGuire and Geoffrey Reeves One Nation and the Australian Media by Bruce Horsfield and Julianne Stewart More Bad News: News Values and the Uneasy Relationship between the Reform Party and the Media in Canada by Richard W. Jenkins Ross Perot's Outsider Challenge: New and Old Media in American Presidential Campaigns by Jonathan Laurence Media Populism: Neo-populism in Latin America by Silvio Waisbord Conclusion: Power to the Media Managers by Julianne Stewart, Gianpietro Mazzoleni, and Bruce Horsfield Index About the Editors and Contributors
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 | 0.001 | 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 | 0.002 |
| 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 | 0.000 |
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