Reinventing public service communication : European broadcasters and beyond
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
Foreword C.Tongue Introduction P.Iosifidis PART I PSB 3.0: Re-inventing European PSB K.Jakubowicz Pluralism and Funding of Public Service Broadcasting across Europe P.Iosifidis EU Broadcasting Governance and PSB: Between a Rock and a Hard Place M.Michalis The European Union's Competition Directorate: State Aids and Public Service Broadcasting M.Wheeler PSB and the European Public Sphere B.Thomas Civic Engagement and Elite Decision-Making in Europe: Reconfiguring Public Service News F.Corcoran For Culture and Democracy: Political Claims for Cosmopolitan Public Service Media K.Sarikakis Public Broadcasters and Transnational Broadcasting: Coming to Terms with the New Media Order J.K.Chalaby Public Service Media and Children: Serving the Digital Citizens of the Future A.D'Arma& J.Steemers Heritage Brand Management in Public Service Broadcasting G.F.Lowe& T.Palokangas PART II The BBC and UK Public Service Broadcasting J.Tunstall France: Presidential Assault on the Public Service R.Kuhn Public Service Broadcasting in Germany: Stumbling Blocks on The Digital Highway R.Woldt Public Service Communication in Italy: Challenges and Opportunities C.Padovani Spanish Public Service Media on the Verge of a New Era B.Leon Squeezed and Uneasy: PSM in Small States: Limited Media Governance Options in Switzerland and Austria J.Trapel The 'State' of 'Public' Broadcasting in Greece S.Papathanassopoulos Public Service Broadcasting in Poland: Between Politics and Market P.Stepka From 'State Broadcasting' to 'Public Service Media' In Hungary M.Lengyel Future Directions for US Public Service Media W.Baer Identity Housekeeping in Canadian Public Service Media P.Savage Public Service Media in Australia: Governing Diversity G.Hawkins New Zealand on Air, Public Service Television and TV Drama T.Dunleavy Bibliography Notes Index
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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