Christiana CONSTANTOPOULOU (2012), Télévision : un café virtuel. Représentations et symbolismes de la vie quotidienne (traduit du grec Tηλεόραση : ένα εικονικό καφενείο. Αναπαραστασεις και συμβολισμοι της καθημερινης ζωης), 2e édition
Bibliographic record
Abstract
La relation entre télévision et société ne cesse de préoccuper les chercheurs ; plusieurs sont ceux qui annoncent la mort de la télévision (due à la compétition avec les « nouveaux médias » de communication ou encore à la crise économique). Il s’avère dans ce cadre nécessaire d’appréhender le phénomène télévisuel comme un « symptôme » des dynamiques sociales en jeu. Voir la télévision comme un café virtuel (thèse soutenue dans l’ouvrage, après une analyse comparative des programmes de télévis...
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How this classification was reachedexpand
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".