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Record W4407114346 · doi:10.4000/138e2

Le droit d'accès à l'information environnementale au Maroc entre protection et restriction

2025· article· fr· W4407114346 on OpenAlexvenueno aff
Radouane El Khallouki

Bibliographic record

VenueVertigO · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicMulticulturalism, Politics, Migration, Gender
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceGeography

Abstract

fetched live from OpenAlex

Le droit d'accès à l'information environnementale est l'un des piliers du modèle démocratique. Il contribue à l'amélioration de la performance de l'action publique en favorisant l'engagement des États envers les principes de gouvernance environnementale. Ce droit a pour finalité d'encourager la participation du public dans la prise de décisions environnementales. Conscient de l'importance de ce droit, le législateur marocain l'a doté de nombreuses garanties, au premier rang desquelles figure la garantie constitutionnelle. Cependant, ces garanties perdent de leur importance si elles ne sont pas conformes aux normes internationales pertinentes en matière de droit d'accès à l'information environnementale. Il en découle donc la nécessité d'analyser l'arsenal juridique marocain régissant l'application de ce droit, afin de déterminer dans quelle mesure le législateur marocain a réussi à garantir un exercice adéquat du droit d'accès à l'information environnementale, tout en conciliant les garanties et les restrictions prévues pour son exercice.

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 imitation

Not 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.

metaresearch head score (Codex)0.008
metaresearch head score (Gemma)0.022
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.035
Threshold uncertainty score0.069

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.022
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0050.011
Scholarly communication0.0120.006
Open science0.0020.010
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0170.003

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.

Opus teacher head0.040
GPT teacher head0.319
Teacher spread0.279 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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Same venueVertigOSame topicMulticulturalism, Politics, Migration, GenderFrench-language works237,207