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Record W4411803929 · doi:10.3389/fsybi.2025.1585337

International synthetic biology policy developments and implications for global biodiversity goals

2025· article· en· W4411803929 on OpenAlexaboutno aff
Felicity Keiper, Ana Atanassova

Bibliographic record

VenueFrontiers in Synthetic Biology · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicGenetically Modified Organisms Research
Canadian institutionsnot available
Fundersnot available
KeywordsBiodiversitySynthetic biologyScience policyPolitical scienceBiologyComputational biologyEcologyPublic administration

Abstract

fetched live from OpenAlex

In December 2022, the governments of 196 countries adopted the Kunming-Montreal Global Biodiversity Framework (KMGBF), a strategic plan to support and advance implementation of the objectives of the Convention on Biological Diversity (CBD) and its subsidiary agreements, including the Cartagena Protocol on Biosafety (Protocol). The KMGBF includes a “biosafety” target (Target 17), that reflects the CBD obligations for Parties to implement biosafety measures, and measures for handling biotechnology and distributing its benefits. The unprecedented inclusion of a biosafety target in the KMGBF, with explicit recognition of benefits and its placement amongst other targets for “tools and solutions for implementation and mainstreaming”, has ignited hope for renewed recognition of the potential for biotechnology to contribute to global environmental goals. This would mark a shift in this international forum that began with these intentions, but subsequently changed focus towards the potential adverse impacts of biotechnology and restrictive application of precaution. Simultaneously, a decade-long program of work on “synthetic biology” has been examining the implications of new developments in biotechnologies for the objectives of the CBD, with an emphasis on the scope and adequacy of existing biosafety measures, and more recently, “horizon scanning” for new technological developments. This review provides an overview of the status of biotechnology/synthetic biology policy developments under the CBD, focusing on the period from the drafting of the KMGBF in 2018 to current programs of work resulting from decisions made at the 2024 United Nations Biodiversity Conference. These are expected to have implications for biotechnology/synthetic biology capacity development and adoption, and implementation of the KMGBF. Relevant parallel policy developments under other international fora, including the International Union for the Conservation of Nature and Natural Resources (IUCN) and the Organisation for Economic Cooperation and Development (OECD), are also examined.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.352
Threshold uncertainty score0.284

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.022
GPT teacher head0.295
Teacher spread0.273 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations1
Published2025
Admission routes1
Has abstractyes

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