Evidence map›Paper›PMID 42539727›Full record

ArticlePlant diversity2026

Making floras computable: Audited translation of flora of China as reusable taxonomic knowledge.

Bin-Bin Liu, Fang-Zhe Ai, Chen-Yang Liao, Chao Xu, Hai-Rui Luo, Jing Xuan, Yi-Gang Song, Min Li

Abstract readLetter
PubMed Full text at PMC Publisher
In one paragraph

Article in Plant diversity, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Bin-Bin LiuKey Laboratory of Systematic and Evolutionary Botany/State Key Laboratory of Plant Diversity and Specialty Crops, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China.
Fang-Zhe AiBeijing Baidu Netcom Science Technology Co., Ltd., No. 10 Shangdi 10 Street, Beijing 100085, China.
Chen-Yang LiaoCollege of Architecture and Environment, Sichuan University, Chengdu 610065, China.
Chao XuKey Laboratory of Systematic and Evolutionary Botany/State Key Laboratory of Plant Diversity and Specialty Crops, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China.
Hai-Rui LuoBig Data and AI Biodiversity Conservation Research Center, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China.
Jing XuanBig Data and AI Biodiversity Conservation Research Center, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China.
Yi-Gang SongKey Laboratory of National Forestry and Grassland Administration on East China Plant Conservation and Utilization, Shanghai Chenshan Botanical Garden, Shanghai 201602, China.
Min LiBig Data and AI Biodiversity Conservation Research Center, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

•Floristic translation becomes a versioned, auditable knowledge infrastructure.•LLMs enable scalable translation under constraints for reuse-critical elements.•Release workflow integrates QA, terminology control, and entity normalization.•Rosaceae (Flora of China) shows integrity metrics guiding iterative improvement.

Indexed as

AuditFlorasLarge language modelsTaxonomic descriptionsTerminology alignmentVersioning

Identifiers

PMID42539727
PMCPMC13424167

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.