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Record W7113910203 · doi:10.1007/978-3-032-03251-5_12

Fertile Ground or Barren Policy? Evaluating Cross-Convention Approaches to Soil Protection

2025· book-chapter· en· W7113910203 on OpenAlexaff

Bibliographic record

VenueInternational yearbook of soil law and policy · 2025
Typebook-chapter
Languageen
FieldSocial Sciences
TopicEnvironmental law and policy
Canadian institutionsInternational Institute for Sustainable Development
Fundersnot available
KeywordsTreatyDesertificationFraming (construction)Convention on Biological DiversityEnvironmental lawSoil functionsLand degradationClimate changeInternational law

Abstract

fetched live from OpenAlex

Soils are increasingly recognised as a cornerstone of sustainable development, climate resilience, and biodiversity conservation. They serve as the foundation for terrestrial ecosystems, agricultural productivity, and the regulation of global biogeochemical cycles. Yet, in international environmental law, soils remain conceptually marginal and institutionally fragmented. No dedicated treaty or comprehensive legal regime exists to protect or govern soils holistically. Instead, soils are addressed indirectly and unevenly across a patchwork of multilateral environmental agreements—most notably, the three Rio Conventions adopted in the wake of the 1992 Earth Summit: the United Nations Framework Convention on Climate Change (UNFCCC), the Convention on Biological Diversity (CBD), and the United Nations Convention to Combat Desertification (UNCCD). This chapter explores the evolving treatment of soils across these three Conventions, with a focus on the outcomes of the 2024–2025 Conferences of the Parties (COPs). It examines the extent to which soil-related objectives are being integrated across the climate, biodiversity, and land degradation agendas, drawing on the normative framing of the 2024 United Nations Environment Assembly (UNEA-6) Resolution 6/14 and the Pact for the Future adopted by the UN General Assembly. In so doing, the chapter identifies emerging synergies, persistent gaps, and potential legal entry points for greater cross-regime coherence. Rather than offering prescriptive recommendations, the chapter adopts a descriptive-analytical approach to assess institutional dynamics and legal language. It argues that while high-level aspirations around land restoration and soil health have gained momentum, the operationalisation of these goals remains uneven. Institutional integration across the Rio Conventions is still largely superficial, constrained by distinct mandates, differing legal architectures, and a lack of common monitoring frameworks. Nevertheless, soils present a compelling site for rethinking interlinkages across environmental regimes, offering an opportunity to cultivate more holistic and integrated approaches to global land stewardship.

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)0.173
metaresearch head score (Gemma)0.262
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.173
Threshold uncertainty score0.917

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1730.262
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0080.011
Science and technology studies0.0060.021
Scholarly communication0.0270.030
Open science0.0060.016
Research integrity0.0100.011
Insufficient payload (model declined to judge)0.0200.001

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 head0.126
GPT teacher head0.372
Teacher spread0.246 · 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 designTheoretical or conceptual
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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