L’innovation gouvernementale comme moteur de la modernisation de l’administration publique algérienne
Bibliographic record
Abstract
L’innovation gouvernementale constitue une piste privilégiée de résolution des problèmes rencontrés par le secteur public en perspective de sa modernisation. Cet article s’intéresse à l’innovation comme moteur de modernisation durable dans les organisations publiques, et ce, précisément au regard de l’expérience de mise en place de la plateforme de collaboration et de participation gouvernementale au Québec, qui semble réunir les préalables, les outils et les mécanismes nécessaires à son application dans le secteur public Algérien. Sur la base d’une approche qualitative et au moyen d’une démarche d’analyse processuelle, l’étude montre, à travers le cas de l’organisation publique algérienne, que cette innovation regroupe les instruments et mécanismes permettant son intégration comme moteur de modernisation de l’administration d’un pays émergent. Codes JEL : H83, O30, O31, O32, O33, O38
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 | 0.006 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.005 | 0.010 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| 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".