Un panorama des propositions économiques en matière de soutenabilité
Bibliographic record
Abstract
L’objectif assigné d’un développement soutenable donne lieu à des multiples interprétations. Nous proposons de dresser un panorama des propositions économiques en la matière. Nous avons réuni pour ce faire trois ensembles de travaux : le premier, qui exprime le point de vue de la théorie économique dominante, met en avant l’idée d’une croissance durable comme condition nécessaire et suffisante pour accéder à un développement soutenable ; le deuxième, plus inspiré par une pensée des limites, cherche à élaborer des contraintes socio-environnementales à l’intérieur desquelles le développement économique doit se poursuivre ; le troisième, marqué par les expériences du Tiers Monde, met l’accent sur les inégalités sociales et s’interroge sur le sens de la notion de développement.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.004 | 0.023 |
| Scholarly communication | 0.013 | 0.016 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.005 | 0.007 |
| Insufficient payload (model declined to judge) | 0.011 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".