Bibliographic record
Abstract
지난 여름 8월5일 부터 9일까지 IUFRO의 한분과인 삼림집단유전 및 삼림생태유전학회가 캐나다 뱅쿠버에 있는 UBC(The University of British Columbia)에서 개최되어 참석하였다가 UBC Botanical Garden을 방문할 기회를 가질 수 있었다. 이 식물원은 약 26정보의 규모로 큰 편은 아니지만 Douglas Fir와 Western Hemlock등 키가 큰 자연 숲과 조화시켜 조성한 것이 돋보이는 매우 아름다운 식물원이다. 지금까지 세계 여러 식물원이 국내 관련잡지에 소개된 바 있으나 UBC 식물원은 소개된 적이 없어 이번에 UBC 식물원 소개책자를 참고해서 상세하게 소개하고자 한다.
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 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) | 0.001 | 0.002 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".