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Record W4407939405 · doi:10.7202/1116030ar

Les composantes de l’obligation de protection <i>in situ</i> de la biodiversité en droit international de l’environnement*

2023· article· fr· W4407939405 on OpenAlexvenueno aff
Lynda Hubert Ta

Bibliographic record

VenueRevue québécoise de droit international · 2023
Typearticle
Languagefr
FieldSocial Sciences
TopicEnvironmental law and policy
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHumanitiesPhilosophy

Abstract

fetched live from OpenAlex

Cet article fait suite à une précédente recherche, laquelle a permis de dégager l’existence d’une obligation de protection in situ de la biodiversité en droit international de l’environnement, incombant aux États en raison de leurs engagements internationaux. Il propose de décliner plus finement les composantes d’une telle obligation. En vue de cet objectif, il procède à une analyse positiviste des principaux instruments juridiques internationaux et régionaux de protection in situ de la biodiversité, complétée par une analyse doctrinale. Les résultats de l’analyse permettent de mieux comprendre le rôle fort attendu des États dans la protection des éléments de la biodiversité sur l’ensemble de leurs territoires nationaux et au-delà, particulièrement dans le contexte actuel de crise écologique planétaire. L’article démontre ainsi qu’il est attendu des États qu’ils protègent la biodiversité se trouvant sous leur juridiction selon des principes de durabilité et de façon à ne pas causer des dommages environnementaux en dehors de leurs frontières.

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)0.004
metaresearch head score (Gemma)0.004
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 score0.117
Threshold uncertainty score0.232

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0090.022
Scholarly communication0.0070.004
Open science0.0010.006
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0070.001

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.

Opus teacher head0.015
GPT teacher head0.269
Teacher spread0.253 · 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
Published2023
Admission routes1
Has abstractyes

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