Les associations professionnelles en sciences de l’information : le cas du Maroc
Bibliographic record
Abstract
Les professionnels de l’information, dans la diversité de leurs profils académiques et professionnels (archivistes, gestionnaires de documents, techniciens en documentation, bibliothécaires, veilleurs, etc.) sont des acteurs responsables de la gestion de l’information dans la diversité de ses supports afin d’en renforcer la valeur dans la prise de décision, que ce soit dans le domaine administratif, économique ou encore socioculturel. Avec les mutations continues que la société subit, ces professionnels ont besoin d’une instance qui veille à leur visibilité et contribue au rayonnement des métiers en sciences de l’information. C’est le rôle rempli par les associations professionnelles. Le présent article brosse un bref portrait du regroupement professionnel en sciences de l’information au Maroc, soit l’Association nationale des informatistes.
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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 | 0.008 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.005 | 0.007 |
| Science and technology studies | 0.017 | 0.010 |
| Scholarly communication | 0.014 | 0.006 |
| Open science | 0.001 | 0.009 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.014 | 0.002 |
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".