Facebook as « the media » : analyse de la convergence médiatique autour de facebook
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
Resume : Depuis son entree en bourse, l ’ entreprise Facebook est soumise a des pressions considerables de rentabilite. Elle doit assurer une croissance continue, qui ne peut a long terme etre basee seulement sur la croissance de la base d ’ utilisateurs et d ’ utilisatrices. Cet article cherche a analyser les strategies mises en place par Facebook pour se diversifier et ainsi assurer cette croissance. Principalement, nous cherchons a montrer comment Facebook s ’ impose comme entreprise mediatique globale et opere une convergence mediatique a grande echelle autour de sa plateforme. Nous analyserons pour ce faire de recentes initiatives de l ’ entreprise en revisitant les definitions des termes « entreprise mediatique » et « convergence » a l ’e re num erique. Abstract: Facebook’s IPO in 2012 put the company under intensified pressure for profitability and growth. The company’s growth, though, cannot be assured only by the increasing number of users. This article aims to analyse the different strategies operated by Facebook to diversify itself and therefore ensure its growth. We mainly aim to demonstrate how Facebook is imposing itself as a global media company and how it articulates a large-scale convergence around its platform. To do so, we will present an analysis of recent initiatives of the Silicon Valley giant while revisiting the meanings concepts like “media company” and “convergence” take in the digital era.
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 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.005 |
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