Czy można odróżnić działania public relations od stronniczego dziennikarstwa
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
A play between politicians and journalists takes place on several levels, from basic services of press spokespersons, through a competition for attention, up to sophisticated techniques of spin and counter-spin. Politicians taking advice of public relations specialists and journalists form a common environment. Therefore a disturbing question arises, if one can tell the cases of biased, engaged journalism from the cases of biased, engaged public relations activities? A formal selection criterion seems to be quite simple: public relations specialists are subordinated to the management of an organization while journalists are free from such obligations. In this article an additional criterion was applied: public relations models by Grunig and Hunt were compared to models of journalism, which are based on different levels of influencing receivers. Publications of two Polish weeklies of opinion from the fourth quarter of 2012 were examined. The method of research was content analysis.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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