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Record W6990852875

On the Enlightenment of Wetland Protection Systems in Some Foreign Countries to China

2023· article· en· W6990852875 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2023
Typearticle
Languageen
FieldEngineering
TopicWetland Management and Conservation
Canadian institutionsnot available
Fundersnot available
KeywordsWetlandChinaLegislationSustainable developmentEnlightenmentWetland conservationPublic participationEcosystem
DOInot available

Abstract

fetched live from OpenAlex

Wetlands, as one of the three major natural ecosystems on earth, play a crucial role in conserving water sources, protecting the environment, addressing climate change, and preserving biodiversity. To accelerate the development of an ecological civilization and enhance the protection and development of wetlands, China has introduced the "People′s Republic of China Wetland Protection Law," marking the start of a new legal journey in wetland conservation. Considering the current status of domestic wetland protection legislation, this law has shortcomings in areas such as wetland ecological compensation systems, wetland development permitting systems, and social public participation systems, making it difficult to effectively achieve sustainable protection and utilization of wetlands in practice. This paper, by introducing wetland protection legislation and policies from countries such as the United States, the United Kingdom, Canada, and Australia, briefly analyzes the specific institutional provisions related to wetlands in these countries. It aims to provide beneficial references for China′s wetland protection, thereby improving China′s relevant legal systems for wetland conservation and providing a strong legal basis for wetland protection efforts in China.

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.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.694
Threshold uncertainty score0.434

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.142
GPT teacher head0.429
Teacher spread0.288 · 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