Bibliographic record
Abstract
En ces temps d’expansion de la logique de la maximisation du capital à l’échelle de la planète, il est à se demander, devant fusions-acquisitions-recentrations démultipliées; licenciements massifs jusque dans certains bastions de l’économie dite sociale de marché – Allemagne (Daimler Benz), Scandinavie (Ericsson), Japon (Nissan et Mitsubishi) – si notre économie mondialisée ne s’achemine pas vers l’exclusion de tout sauf d’elle-même. Ce qui, bien évidemment, serait le comble de l’absurde! C’est aux racines historiques, idéologiques et socioéconomiques de cette persévérance dans ce qui paraît de plus en plus absurde que s’attaque le présent texte. Jusqu’où ira la logique de la recherche du profit maximal ?
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.
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 | 0.000 | 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".