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Record W4415421911 · doi:10.3390/su17219371

Between Conservation and Utilization: Legal Frameworks Governing Crop Wild Relatives and Habitats Directive Species in Poland

2025· article· en· W4415421911 on OpenAlexaboutno aff
Anna Rucińska, Paulina Leszczewska, Maja Boczkowska, Anna Znój, Dorota Nowosielska, Wiesław Podyma

Bibliographic record

VenueSustainability · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicBotany and Plant Ecology Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHabitats DirectiveEndangered speciesEx situ conservationHabitatBiodiversityAgricultureIn situ conservationAgricultural biodiversity

Abstract

fetched live from OpenAlex

Ex situ plant conservation in Poland is shaped by a dual institutional framework that distinguishes between agricultural genetic resources and the protection of rare and endangered wild flora. The National Centre for Plant Genetic Resources (NCPGR) focuses on cultivated taxa and Crop Wild Relatives (CWRs), whereas the PAS Botanical Garden Seed Bank prioritizes wild species of high conservation concern, including those listed under the EU Habitats Directive (HD). This review examines the legal and institutional foundations of ex situ conservation in Poland within global and regional regimes (CBD, ITPGRFA, EU Habitats Directive) and analyzes a harmonized dataset of 1458 species. Comparative analyses show significant discrepancies in institutional holdings: CWRs are relatively well represented in the gene bank, whereas many HD species remain underrepresented, particularly those producing non-orthodox seeds that cannot be stored by conventional methods. Conversely, rare wild taxa maintained in the Seed Bank often fall outside agricultural genetic resource frameworks. The limited overlap between these collections highlights gaps in coordination, data integration, and methodological development. Strengthening institutional synergy, developing approaches for non-orthodox seeds, and enhancing international cooperation will be crucial for Poland to meet the goals of the Kunming–Montreal Global Biodiversity Framework and the Global Strategy for Plant Conservation.

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)0.001
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 score0.017
Threshold uncertainty score0.253

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
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 science0.0000.000
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 head0.018
GPT teacher head0.258
Teacher spread0.239 · 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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