Discussion on the plant<i> ex situ</i> conservation
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.
Bibliographic record
Abstract
Aims: Plant ex situ conservation will be a core task in the on-going construction of the national botanical garden system of China.However, many issues regarding the status and role of plant ex situ conservation in biodiversity conservation, as well as how to set up the goals for plant ex situ conservation in China, are still under discussion.The objective of this study is to address these unresolved issues. Methods:The study utilizes literature reviews and international conventions such as the "Kunming-Montreal Global Biodiversity Framework" and the upcoming "Complementary Actions Related to Plant Conservation to Support the Implementation of the Kunming-Montreal Global Biodiversity Framework".Results: Through a review of the development history and achievements of plant ex situ conservation over the past 40 years, this paper clarifies some doubts and misconceptions about plant ex situ conservation.Furthermore, this article proposes the goals of plant ex situ conservation in China, as "Establish programs to ensure ALL threatened plant species are effectively conserved by ex situ methodologies, aiming to achieve genetically diverse representations". Conclusion:The establishment of the national botanical garden system in China presents an opportunity to enhance plant ex situ conservation efforts.By improving the quality of processes involved in ex situ conservation program, China can elevate its conservation practices to a higher level.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.007 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it