Andréa Langlois, Frédéric Dubois, dirs, Médias autonomes, trad. de l’anglais par K. Peschard
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
une poque o, en France, sont prononcs des discours rmanents sur la faible confiance dont bnficient les mdias, o l'on entend des journalistes se plaindre quant leur libert professionnelle, o les mdias ouvrent chaque jour davantage leurs tribunes aux personnes ordinaires , cet ouvrage collectif canadien semble opportunment offrir de nouvelles voies. Effectivement, Mdias autonomes se prsente comme une ode et un encouragement dvelopper des formes mdiatiques alternatives. Deux militants, Andr Langlois et Frdric Dubois, recensent un certain nombre d'expriences de mdias autonomes, choisies notamment pour leur reprsentativit et rendant compte de la complexit de l'objet mdia autonome .
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 | 0.000 | 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 | 0.000 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.001 | 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