O0000-code/paper-search-pro

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[Credential-related source omitted]

Apache License                            Version 2.0, January 2004                         http://www.apache.org/licenses/

http://www.apache.org/licenses/

http://www.apache.org/licenses/LICENSE-2.0

<http://www.apache.org/licenses/LICENSE-2.0>

|---|---| | **Project** | paper-qa (also known as PaperQA / PaperQA2) | | **Repository** | <https://github.com/Future-House/paper-qa> |

| **Project** | paper-qa (also known as PaperQA / PaperQA2) | | **Repository** | <https://github.com/Future-House/paper-qa> | | **License** | Apache License 2.0 |

| **Repository** | <https://github.com/Future-House/paper-qa> |

<a href="LICENSE.txt"><img src="https://img.shields.io/badge/license-Apache_2.0-000?style=flat-square" alt="Apache 2.0"/></a>

<a href="SKILL.md"><img src="https://img.shields.io/badge/agent-Skill-000?style=flat-square" alt="Agent Skill"/></a>

<img src="https://img.shields.io/badge/Python-3.10+-000?style=flat-square" alt="Python 3.10+"/>

<img src="https://img.shields.io/badge/version-2.5.0-000?style=flat-square" alt="v2.5.0"/>

**[→ Live demo (opens the actual report in your browser)](https://o0000-code.github.io/paper-search-pro/)**

git clone https://github.com/O0000-code/paper-search-pro.git \

| Layer | Source | Role | Cost | Apply at | |:---:|:---|:---|:---:|:---| | **L1** | OpenAlex | primary — always on | free | <https://openalex.org/settings/api> |

|:---:|:---|:---|:---:|:---| | **L1** | OpenAlex | primary — always on | free | <https://openalex.org/settings/api> | | **L2** | PubMed | medical · MeSH enricher | free | <https://account.ncbi.nlm.nih.gov/settings/> |

| **L1** | OpenAlex | primary — always on | free | <https://openalex.org/settings/api> |

| **L2** | PubMed | medical · MeSH enricher | free | <https://account.ncbi.nlm.nih.gov/settings/> |

| **L2** | arXiv | preprint freshness (T‑0\~T‑4) · AI topics (T‑0\~T‑365) | free | *(no signup — SDK enforces 1 req / 3 s)* | | **L3** | Semantic Scholar | influentialCitationCount + abstract fallback | free | <https://www.semanticscholar.o

| **L3** | Semantic Scholar | influentialCitationCount + abstract fallback | free | <https://www.semanticscholar.org/product/api> |

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[Credential-related source omitted]

I maintain paper-search-pro mostly on my own, with help from two lovely contributors, [@haoxinC111](https://github.com/haoxinC111) and [@MatrixA](https://github.com/MatrixA). You're welcome to be the third. If it has helped you, your star m

<a href="LICENSE.txt"><img src="https://img.shields.io/badge/license-Apache_2.0-000?style=flat-square" alt="Apache 2.0"/></a>

<a href="SKILL.md"><img src="https://img.shields.io/badge/agent-Skill-000?style=flat-square" alt="Agent Skill"/></a>

<img src="https://img.shields.io/badge/Python-3.10+-000?style=flat-square" alt="Python 3.10+"/>

<img src="https://img.shields.io/badge/version-2.5.0-000?style=flat-square" alt="v2.5.0"/>

**[→ 在线 Demo（浏览器直接打开真实报告）](https://o0000-code.github.io/paper-search-pro/)**

git clone https://github.com/O0000-code/paper-search-pro.git \

| 层 | 数据源 | 角色 | 成本 | 申请地址 | |:---:|:---|:---|:---:|:---| | **L1** | OpenAlex | 主源 — 始终启用 | free | <https://openalex.org/settings/api> |

|:---:|:---|:---|:---:|:---| | **L1** | OpenAlex | 主源 — 始终启用 | free | <https://openalex.org/settings/api> | | **L2** | PubMed | 医学 · MeSH 富化 | free | <https://account.ncbi.nlm.nih.gov/settings/> |

| **L1** | OpenAlex | 主源 — 始终启用 | free | <https://openalex.org/settings/api> |

| **L2** | PubMed | 医学 · MeSH 富化 | free | <https://account.ncbi.nlm.nih.gov/settings/> |

| **L2** | arXiv | preprint freshness (T‑0\~T‑4) · AI 主题 (T‑0\~T‑365) | free | *（无需注册 — SDK 自带 1 req / 3 s 限速）* | | **L3** | Semantic Scholar | influentialCitationCount + 摘要回退 | free | <https://www.semanticscholar.org/product/api> | | **L3*

| **L3** | Semantic Scholar | influentialCitationCount + 摘要回退 | free | <https://www.semanticscholar.org/product/api> |

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[Credential-related source omitted]

本项目主要由我一个人维护，还有两位可爱的贡献者 [@haoxinC111](https://github.com/haoxinC111) 和 [@MatrixA](https://github.com/MatrixA) 帮过忙，欢迎你成为第三位。如果它帮到了你，你的 Star 对我来说是很大的动力，我会继续把它更新下去。

Bash, Read, Write, Edit, Glob, Grep, Task

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[Credential-related source omitted]

| Package | License | Homepage | |---|:---:|---| | **shadcn/ui** — 41 component files under `src/components/ui/*.tsx` are derived from shadcn/ui's copy-paste catalog | MIT | <https://ui.shadcn.com/> |

|---|:---:|---| | **shadcn/ui** — 41 component files under `src/components/ui/*.tsx` are derived from shadcn/ui's copy-paste catalog | MIT | <https://ui.shadcn.com/> | | **Radix UI** — 27 `@radix-ui/react-*` unstyled accessible primitives |

| **shadcn/ui** — 41 component files under `src/components/ui/*.tsx` are derived from shadcn/ui's copy-paste catalog | MIT | <https://ui.shadcn.com/> |

| **Radix UI** — 27 `@radix-ui/react-*` unstyled accessible primitives | MIT | <https://www.radix-ui.com/> |

| **Lucide** — icon set used throughout the report | ISC | <https://lucide.dev/> |

| **Sonner** — toast notification primitive | MIT | <https://sonner.emilkowal.ski/> |

| **Vaul** — drawer primitive | MIT | <https://vaul.emilkowal.ski/> |

| **cmdk** — command-menu primitive | MIT | <https://cmdk.paco.me/> |

| **Embla Carousel** — carousel primitive | MIT | <https://www.embla-carousel.com/> |

| **React Day Picker** — calendar primitive | MIT | <https://react-day-picker.js.org/> |

| **React Resizable Panels** — resizable-layout primitive | MIT | <https://github.com/bvaughn/react-resizable-panels> |

| Package | License | Homepage | |---|:---:|---| | **Recharts** — composable chart library powering the Methods tab | MIT | <https://recharts.org/> |

| **Recharts** — composable chart library powering the Methods tab | MIT | <https://recharts.org/> |

| Package | License | Homepage | |---|:---:|---| | **React Hook Form** | MIT | <https://react-hook-form.com/> |

|---|:---:|---| | **React Hook Form** | MIT | <https://react-hook-form.com/> | | **@hookform/resolvers** | MIT | <https://github.com/react-hook-form/resolvers> |

| **React Hook Form** | MIT | <https://react-hook-form.com/> |

| **@hookform/resolvers** | MIT | <https://github.com/react-hook-form/resolvers> |

| **Zod** — schema validation | MIT | <https://zod.dev/> |

| Package | License | Homepage | |---|:---:|---| | **Tailwind CSS** | MIT | <https://tailwindcss.com/> |

|---|:---:|---| | **Tailwind CSS** | MIT | <https://tailwindcss.com/> | | **tailwindcss-animate** | MIT | <https://github.com/jamiebuilds/tailwindcss-animate> |

| **Tailwind CSS** | MIT | <https://tailwindcss.com/> |

| **tailwindcss-animate** | MIT | <https://github.com/jamiebuilds/tailwindcss-animate> |

| **class-variance-authority** | Apache 2.0 | <https://cva.style/> |

| **clsx** | MIT | <https://github.com/lukeed/clsx> |

| **tailwind-merge** | MIT | <https://github.com/dcastil/tailwind-merge> |

| Font | License | Homepage | |---|:---:|---| | **Geist Variable** — Vercel's geometric sans (Latin) | SIL OFL 1.1 | <https://github.com/vercel/geist-font> |

|---|:---:|---| | **Geist Variable** — Vercel's geometric sans (Latin) | SIL OFL 1.1 | <https://github.com/vercel/geist-font> | | **Geist Mono Variable** — Vercel's mono | SIL OFL 1.1 | <https://github.com/vercel/geist-font> |

| **Geist Variable** — Vercel's geometric sans (Latin) | SIL OFL 1.1 | <https://github.com/vercel/geist-font> |

| **Geist Mono Variable** — Vercel's mono | SIL OFL 1.1 | <https://github.com/vercel/geist-font> |

| **Noto Sans SC Variable** — Google's pan-Chinese sans (CJK) | SIL OFL 1.1 | <https://fonts.google.com/noto/specimen/Noto+Sans+SC> |

| Package | License | Homepage | |---|:---:|---| | **React** + **React DOM** | MIT | <https://react.dev/> |

|---|:---:|---| | **React** + **React DOM** | MIT | <https://react.dev/> | | **Vite** — bundler | MIT | <https://vitejs.dev/> |

| **React** + **React DOM** | MIT | <https://react.dev/> |

| **Vite** — bundler | MIT | <https://vitejs.dev/> |

| **TypeScript** | Apache 2.0 | <https://www.typescriptlang.org/> |

| **next-themes** | MIT | <https://github.com/pacocoursey/next-themes> |

| **date-fns** | MIT | <https://date-fns.org/> |

| **html-inline** — single-file HTML compile step | MIT | <https://github.com/popcorn/html-inline> |

| **PostCSS** + **autoprefixer** | MIT | <https://postcss.org/> |

| Package | License | Homepage | |---|:---:|---| | **pyalex** — OpenAlex client | MIT | <https://github.com/J535D165/pyalex> |

|---|:---:|---| | **pyalex** — OpenAlex client | MIT | <https://github.com/J535D165/pyalex> | | **semanticscholar** — Semantic Scholar client | MIT | <https://github.com/danielnsilva/semanticscholar> |

| **pyalex** — OpenAlex client | MIT | <https://github.com/J535D165/pyalex> |

| **semanticscholar** — Semantic Scholar client | MIT | <https://github.com/danielnsilva/semanticscholar> |

| **biopython** — PubMed via NCBI Entrez | Biopython License (BSD-like) | <https://biopython.org/> | | **arxiv** — arXiv API client | MIT | <https://github.com/lukasschwab/arxiv.py> | | **requests** — HTTP client | Apache 2.0 | <https://req

| **arxiv** — arXiv API client | MIT | <https://github.com/lukasschwab/arxiv.py> | | **requests** — HTTP client | Apache 2.0 | <https://requests.readthedocs.io/> | | **PyYAML** — YAML loader | MIT | <https://pyyaml.org/> |

| **requests** — HTTP client | Apache 2.0 | <https://requests.readthedocs.io/> |

| **PyYAML** — YAML loader | MIT | <https://pyyaml.org/> |

| **Jinja2** — template engine | BSD-3-Clause | <https://palletsprojects.com/p/jinja/> |

{   "name": "LitSearch-style subset (CS/NLP, 12 queries)",   "source_note": "These 12 queries are written in LitSearch (EMNLP 2024) style — natural-language research questions in CS/NLP with citation-graph gold standards. For the OFFICIAL L

"name": "LitSearch-style subset (CS/NLP, 12 queries)",   "source_note": "These 12 queries are written in LitSearch (EMNLP 2024) style — natural-language research questions in CS/NLP with citation-graph gold standards. For the OFFICIAL LitSe

"source_note": "These 12 queries are written in LitSearch (EMNLP 2024) style — natural-language research questions in CS/NLP with citation-graph gold standards. For the OFFICIAL LitSearch v1 dataset (597 queries), download from https://gith

{   "name": "SPARBench-style subset (stub, 5 queries)",   "source_note": "SPARBench (Specialized PAper Retrieval Benchmark, arXiv:2507.15245) is a 2024 benchmark for academic paper retrieval. The OFFICIAL dataset (200+ queries with expert-v

"name": "SPARBench-style subset (stub, 5 queries)",   "source_note": "SPARBench (Specialized PAper Retrieval Benchmark, arXiv:2507.15245) is a 2024 benchmark for academic paper retrieval. The OFFICIAL dataset (200+ queries with expert-valid

"source_note": "SPARBench (Specialized PAper Retrieval Benchmark, arXiv:2507.15245) is a 2024 benchmark for academic paper retrieval. The OFFICIAL dataset (200+ queries with expert-validated gold standards) must be downloaded separately fro

}   ],   "todo_for_user": "Replace this stub with the official SPARBench v1 dataset when fetched from https://arxiv.org/abs/2507.15245. The benchmark runner (scripts/run_benchmark.py) accepts this same schema so no code change is needed — j

],   "todo_for_user": "Replace this stub with the official SPARBench v1 dataset when fetched from https://arxiv.org/abs/2507.15245. The benchmark runner (scripts/run_benchmark.py) accepts this same schema so no code change is needed — just 

"todo_for_user": "Replace this stub with the official SPARBench v1 dataset when fetched from https://arxiv.org/abs/2507.15245. The benchmark runner (scripts/run_benchmark.py) accepts this same schema so no code change is needed — just swap 

# --- OpenAlex (L1 primary source) --- # OpenAlex 2026-02 switched from mailto polite pool to API key model. # Apply at: https://openalex.org/keys  (free, $1/day quota)

# OpenAlex 2026-02 switched from mailto polite pool to API key model. # Apply at: https://openalex.org/keys  (free, $1/day quota) # Either openalex_email OR openalex_api_key — having both is fine.

# Apply at: https://openalex.org/keys  (free, $1/day quota)

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# --- Semantic Scholar (L3 enrichment: influentialCitationCount + abstract fallback) --- # Apply at: https://www.semanticscholar.org/product/api  (free)

# Apply at: https://www.semanticscholar.org/product/api  (free)

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# --- PubMed / NCBI (L2 booster: MeSH enricher) --- # Apply at: https://account.ncbi.nlm.nih.gov/settings/  ->  API Key Management

# Apply at: https://account.ncbi.nlm.nih.gov/settings/  ->  API Key Management

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[Credential-related source omitted]

# HTTP works (no Cloudflare). Leave unset to use the built-in defaults.   sources:     cas: "https://raw.githubusercontent.com/hitfyd/ShowJCR/master/%E4%B8%AD%E7%A7%91%E9%99%A2%E5%88%86%E5%8C%BA%E8%A1%A8%E5%8F%8AJCR%E5%8E%9F%E5%A7%8B%E6%95%

sources:     cas: "https://raw.githubusercontent.com/hitfyd/ShowJCR/master/%E4%B8%AD%E7%A7%91%E9%99%A2%E5%88%86%E5%8C%BA%E8%A1%A8%E5%8F%8AJCR%E5%8E%9F%E5%A7%8B%E6%95%B0%E6%8D%AE%E6%96%87%E4%BB%B6/FQBJCR2025-UTF8.csv"     jcr: "https://raw.g

cas: "https://raw.githubusercontent.com/hitfyd/ShowJCR/master/%E4%B8%AD%E7%A7%91%E9%99%A2%E5%88%86%E5%8C%BA%E8%A1%A8%E5%8F%8AJCR%E5%8E%9F%E5%A7%8B%E6%95%B0%E6%8D%AE%E6%96%87%E4%BB%B6/FQBJCR2025-UTF8.csv"

jcr: "https://raw.githubusercontent.com/hitfyd/ShowJCR/master/%E4%B8%AD%E7%A7%91%E9%99%A2%E5%88%86%E5%8C%BA%E8%A1%A8%E5%8F%8AJCR%E5%8E%9F%E5%A7%8B%E6%95%B0%E6%8D%AE%E6%96%87%E4%BB%B6/JCR2024-UTF8.csv"

sjr: "https://raw.githubusercontent.com/saramabrouk173/zotero-sjr-ranker/main/scimagojr%202024.csv"

- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Oxc](https://oxc.rs)

- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/)

The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see [this documentation](https://react.dev/learn/react-compiler/installation).

You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plu

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AND ("Cognitive Training"[mh] OR "working memory training"[tiab] OR "working-memory training"[tiab] OR "working memory intervention"[tiab] OR "n-back training"[tiab] OR Cogmed[tiab] OR "memory training"[tiab] OR "cognitive training"[tiab] O

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("older adult*" OR "older people" OR "older person*" OR elderly OR senior* OR "late life")   AND ("working memory training" OR "working-memory training" OR "working memory intervention" OR "n-back training" OR Cogmed OR "memory training" OR

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AND (SU %= '工作记忆训练' OR SU %= '工作记忆干预' OR SU %= '记忆训练' OR SU %= '认知训练' OR SU %= 'n-back训练')`,strategy_lines:null,deep_link:{platform:`cnki`,tier:`C`,url_kind:`paste_only`,url:null,url_template:null,verified_http:null,verified_date:null,patte

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[Credential-related source omitted]

{   "$schema": "https://ui.shadcn.com/schema.json",

"$schema": "https://ui.shadcn.com/schema.json",

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<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" class="iconify iconify--logos" width="35.93" height="32" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 228"><path fill="

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export const REPO_URL = "https://github.com/O0000-code/paper-search-pro"

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*     leak into a clickable link — fall through;  *  3. the platform's entry page derived from the `host` field ("中国知网 /  *     kns.cnki.net" → https://kns.cnki.net) — same rule as generate.py's

*  3. the platform's entry page derived from the `host` field ("中国知网 /  *     kns.cnki.net" → https://kns.cnki.net) — same rule as generate.py's  *     `_host_entry_url`: the page opens, the user pastes.

*     kns.cnki.net" → https://kns.cnki.net) — same rule as generate.py's

}   const m = /[A-Za-z0-9][A-Za-z0-9.-]*\.[A-Za-z]{2,}/.exec(String(s.host ?? ""))   return m ? `https://${m[0]}` : null

const m = /[A-Za-z0-9][A-Za-z0-9.-]*\.[A-Za-z]{2,}/.exec(String(s.host ?? ""))   return m ? `https://${m[0]}` : null }

return m ? `https://${m[0]}` : null

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venue: "Science",       doi: "10.1126/science.1230579",       doi_url: "https://doi.org/10.1126/science.1230579",

doi: "10.1126/science.1230579",       doi_url: "https://doi.org/10.1126/science.1230579",       abstract:

doi_url: "https://doi.org/10.1126/science.1230579",

venue: "Developmental Psychology",       doi: "10.1037/a0028228",       doi_url: "https://doi.org/10.1037/a0028228",

doi: "10.1037/a0028228",       doi_url: "https://doi.org/10.1037/a0028228",       abstract:

doi_url: "https://doi.org/10.1037/a0028228",

venue: "PNAS",       doi: "10.1073/pnas.0801268105",       doi_url: "https://doi.org/10.1073/pnas.0801268105",

doi: "10.1073/pnas.0801268105",       doi_url: "https://doi.org/10.1073/pnas.0801268105",       abstract:

doi_url: "https://doi.org/10.1073/pnas.0801268105",

venue: "Psychological Bulletin",       doi: "10.1037/a0029082",       doi_url: "https://doi.org/10.1037/a0029082",

doi: "10.1037/a0029082",       doi_url: "https://doi.org/10.1037/a0029082",       abstract:

doi_url: "https://doi.org/10.1037/a0029082",

venue: "Memory & Cognition",       doi: "10.1037/a0035144",       doi_url: "https://doi.org/10.1037/a0035144",

doi: "10.1037/a0035144",       doi_url: "https://doi.org/10.1037/a0035144",       abstract:

doi_url: "https://doi.org/10.1037/a0035144",

venue: "Trends in Cognitive Sciences",       doi: "10.1016/j.tics.2013.05.009",       doi_url: "https://doi.org/10.1016/j.tics.2013.05.009",

doi: "10.1016/j.tics.2013.05.009",       doi_url: "https://doi.org/10.1016/j.tics.2013.05.009",       abstract:

doi_url: "https://doi.org/10.1016/j.tics.2013.05.009",

venue: "Psychology and Aging",       doi: "10.1037/a0030986",       doi_url: "https://doi.org/10.1037/a0030986",

doi: "10.1037/a0030986",       doi_url: "https://doi.org/10.1037/a0030986",       abstract:

doi_url: "https://doi.org/10.1037/a0030986",

venue: "Perspectives on Psychological Science",       doi: "10.1037/aap0000094",       doi_url: "https://doi.org/10.1037/aap0000094",

doi: "10.1037/aap0000094",       doi_url: "https://doi.org/10.1037/aap0000094",       abstract:

doi_url: "https://doi.org/10.1037/aap0000094",

venue: "Frontiers in Aging Neuroscience",       doi: "10.3389/fnagi.2014.00063",       doi_url: "https://doi.org/10.3389/fnagi.2014.00063",

doi: "10.3389/fnagi.2014.00063",       doi_url: "https://doi.org/10.3389/fnagi.2014.00063",       abstract:

doi_url: "https://doi.org/10.3389/fnagi.2014.00063",

venue: "Nature Reviews Neuroscience",       doi: "10.1038/nrn3884",       doi_url: "https://doi.org/10.1038/nrn3884",

doi: "10.1038/nrn3884",       doi_url: "https://doi.org/10.1038/nrn3884",       abstract:

doi_url: "https://doi.org/10.1038/nrn3884",

venue: "Neuropsychology",       doi: "10.1037/0894-4105.22.5.567",       doi_url: "https://doi.org/10.1037/0894-4105.22.5.567",

doi: "10.1037/0894-4105.22.5.567",       doi_url: "https://doi.org/10.1037/0894-4105.22.5.567",       abstract:

doi_url: "https://doi.org/10.1037/0894-4105.22.5.567",

venue: "Nature",       doi: "10.1038/nature11704",       doi_url: "https://doi.org/10.1038/nature11704",

doi: "10.1038/nature11704",       doi_url: "https://doi.org/10.1038/nature11704",       abstract:

doi_url: "https://doi.org/10.1038/nature11704",

"tier": "A",           "url_kind": "prefill",           "url": "https://pubmed.ncbi.nlm.nih.gov/?term=%28%22Aged%22%5Bmh%5D+OR+%22Aged%2C+80+and+over%22%5Bmh%5D+OR+%22older+adults%22%5Btiab%5D+OR+%22older+people%22%5Btiab%5D+OR+%22older+per

"url_kind": "prefill",           "url": "https://pubmed.ncbi.nlm.nih.gov/?term=%28%22Aged%22%5Bmh%5D+OR+%22Aged%2C+80+and+over%22%5Bmh%5D+OR+%22older+adults%22%5Btiab%5D+OR+%22older+people%22%5Btiab%5D+OR+%22older+persons%22%5Btiab%5D+OR+el

"url": "https://pubmed.ncbi.nlm.nih.gov/?term=%28%22Aged%22%5Bmh%5D+OR+%22Aged%2C+80+and+over%22%5Bmh%5D+OR+%22older+adults%22%5Btiab%5D+OR+%22older+people%22%5Btiab%5D+OR+%22older+persons%22%5Btiab%5D+OR+elderly%5Btiab%5D+OR+seniors%5Btiab

"api_url": "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?db=pubmed&term=%28%22Aged%22%5Bmh%5D+OR+%22Aged%2C+80+and+over%22%5Bmh%5D+OR+%22older+adults%22%5Btiab%5D+OR+%22older+people%22%5Btiab%5D+OR+%22older+persons%22%5Btiab%5

"url_kind": "paste_only",           "url": null,           "url_template": "https://www.webofscience.com/wos/woscc/advanced-search",

"url": null,           "url_template": "https://www.webofscience.com/wos/woscc/advanced-search",           "verified_http": null,

"url_template": "https://www.webofscience.com/wos/woscc/advanced-search",

"url_kind": "paste_only",           "url": null,           "url_template": "https://www.scopus.com/search/form.uri?display=advanced",

"url": null,           "url_template": "https://www.scopus.com/search/form.uri?display=advanced",           "verified_http": null,

"url_template": "https://www.scopus.com/search/form.uri?display=advanced",

"url_kind": "paste_only",           "url": null,           "url_template": "https://www.embase.com/#advancedSearch",

"url": null,           "url_template": "https://www.embase.com/#advancedSearch",           "verified_http": null,

"url_template": "https://www.embase.com/#advancedSearch",

"url_kind": "browser",           "url": null,           "url_template": "https://www.cochranelibrary.com/search?q={urlenc}",

"url": null,           "url_template": "https://www.cochranelibrary.com/search?q={urlenc}",           "verified_http": null,

"url_template": "https://www.cochranelibrary.com/search?q={urlenc}",

"url_kind": "paste_only",           "url": null,           "url_template": "https://search.ebscohost.com/login.aspx?authtype=ip&profile=ehost&defaultdb=psyh",

"url": null,           "url_template": "https://search.ebscohost.com/login.aspx?authtype=ip&profile=ehost&defaultdb=psyh",           "verified_http": null,

"url_template": "https://search.ebscohost.com/login.aspx?authtype=ip&profile=ehost&defaultdb=psyh",

"url_kind": "paste_only",           "url": null,           "url_template": "https://search.ebscohost.com/login.aspx?authtype=ip&profile=ehost&defaultdb=ccm",

"url": null,           "url_template": "https://search.ebscohost.com/login.aspx?authtype=ip&profile=ehost&defaultdb=ccm",           "verified_http": null,

"url_template": "https://search.ebscohost.com/login.aspx?authtype=ip&profile=ehost&defaultdb=ccm",

"url_kind": "browser",           "url": null,           "url_template": "https://s.wanfangdata.com.cn/paper?q={urlenc}",

"url": null,           "url_template": "https://s.wanfangdata.com.cn/paper?q={urlenc}",           "verified_http": null,

"url_template": "https://s.wanfangdata.com.cn/paper?q={urlenc}",

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venue: p.venue ?? null,         doi: p.doi ?? null,         doiUrl: p.doi ? `https://doi.org/${p.doi}` : null,

doi: p.doi ?? null,         doiUrl: p.doi ? `https://doi.org/${p.doi}` : null,         abstract: p.abstract ?? null,

doiUrl: p.doi ? `https://doi.org/${p.doi}` : null,

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<meta name="viewport" content="width=device-width, initial-scale=1.0" />     <title>Paper Search Pro — Discovery Report</title>     <script type="module" crossorigin>var e=Object.create,t=Object.defineProperty,n=Object.getOwnPropertyDescrip

<title>Paper Search Pro — Discovery Report</title>     <script type="module" crossorigin>var e=Object.create,t=Object.defineProperty,n=Object.getOwnPropertyDescriptor,r=Object.getOwnPropertyNames,i=Object.getPrototypeOf,a=Object.prototype.h

<script type="module" crossorigin>var e=Object.create,t=Object.defineProperty,n=Object.getOwnPropertyDescriptor,r=Object.getOwnPropertyNames,i=Object.getPrototypeOf,a=Object.prototype.hasOwnProperty,o=(e,t)=>()=>(t||(e((t={exports:{}}).expo

`).replace(Fd,``)}function Ld(e,t){return t=Id(t),Id(e)===t}function Rd(e,t,n,r,a,o){switch(n){case`children`:typeof r==`string`?t===`body`||t===`textarea`&&r===``||Ut(e,r):(typeof r==`number`||typeof r==`bigint`)&&t!==`body`&&Ut(e,``+r);br

AND ("Cognitive Training"[mh] OR "working memory training"[tiab] OR "working-memory training"[tiab] OR "working memory intervention"[tiab] OR "n-back training"[tiab] OR Cogmed[tiab] OR "memory training"[tiab] OR "cognitive training"[tiab] O

("Cognitive Training"[mh] OR "working memory training"[tiab] OR "working-memory training"[tiab] OR "working memory intervention"[tiab] OR "n-back training"[tiab] OR Cogmed[tiab] OR "memory training"[tiab] OR "cognitive training"[tiab] OR "b

("older adult*" OR "older people" OR "older person*" OR elderly OR senior* OR "late life")   AND ("working memory training" OR "working-memory training" OR "working memory intervention" OR "n-back training" OR Cogmed OR "memory training" OR

AND ("working memory training" OR "working-memory training" OR "working memory intervention" OR "n-back training" OR Cogmed OR "memory training" OR "cognitive training" OR "brain training") )`,strategy_lines:[`#1 TS=("older adult*" OR "olde

)`,strategy_lines:[`#1 TS=("older adult*" OR "older people" OR "older person*" OR elderly OR senior* OR "late life")`,`#2 TS=("working memory training" OR "working-memory training" OR "working memory intervention" OR "n-back training" OR Co

("older adult*" OR "older people" OR "older person*" OR elderly OR senior* OR "late life")   AND ("working memory training" OR "working-memory training" OR "working memory intervention" OR "n-back training" OR Cogmed OR "memory training" OR

AND ("working memory training" OR "working-memory training" OR "working memory intervention" OR "n-back training" OR Cogmed OR "memory training" OR "cognitive training" OR "brain training") )`,strategy_lines:[`#1 TITLE-ABS-KEY("older adult*

)`,strategy_lines:[`#1 TITLE-ABS-KEY("older adult*" OR "older people" OR "older person*" OR elderly OR senior* OR "late life")`,`#2 TITLE-ABS-KEY("working memory training" OR "working-memory training" OR "working memory intervention" OR "n-

AND ("working memory training":ti,ab OR "working-memory training":ti,ab OR "working memory intervention":ti,ab OR "n-back training":ti,ab OR Cogmed:ti,ab OR "memory training":ti,ab OR "cognitive training":ti,ab OR "brain training":ti,ab)`,s

("working memory training":ti,ab OR "working-memory training":ti,ab OR "working memory intervention":ti,ab OR "n-back training":ti,ab OR Cogmed:ti,ab OR "memory training":ti,ab OR "cognitive training":ti,ab OR "brain training":ti,ab)`,strat

AND (SU %= '工作记忆训练' OR SU %= '工作记忆干预' OR SU %= '记忆训练' OR SU %= '认知训练' OR SU %= 'n-back训练')`,strategy_lines:null,deep_link:{platform:`cnki`,tier:`C`,url_kind:`paste_only`,url:null,url_template:null,verified_http:null,verified_date:null,patte

For more information, see https://radix-ui.com/primitives/docs/components/${t.docsSlug}`;return v.useEffect(()=>{e&&(document.getElementById(e)||console.error(n))},[n,e]),null},_u=`DialogDescriptionWarning`,vu=({contentRef:e,descriptionId:t

A${a},${a},0,0,${+(u<0)},${E.x},${E.y}       A${r},${r},0,${+(k>180)},${+(u>0)},${S.x},${S.y}       A${a},${a},0,0,${+(u<0)},${C.x},${C.y}Z`}else b+=`L${t},${n}Z`;return b},qk={cx:0,cy:0,innerRadius:0,outerRadius:0,startAngle:0,endAngle:0,c

A${r},${r},0,${+(k>180)},${+(u>0)},${S.x},${S.y}       A${a},${a},0,0,${+(u<0)},${C.x},${C.y}Z`}else b+=`L${t},${n}Z`;return b},qk={cx:0,cy:0,innerRadius:0,outerRadius:0,startAngle:0,endAngle:0,cornerRadius:0,forceCornerRadius:!1,cornerIsEx

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python3 -m scripts.arxiv_helper get 1706.03762            # bare id python3 -m scripts.arxiv_helper get 1706.03762v5          # version-suffixed python3 -m scripts.arxiv_helper get https://arxiv.org/abs/2401.12345

python3 -m scripts.arxiv_helper get 1706.03762v5          # version-suffixed python3 -m scripts.arxiv_helper get https://arxiv.org/abs/2401.12345 python3 -m scripts.arxiv_helper get hep-th/9707234         # legacy form

python3 -m scripts.arxiv_helper get https://arxiv.org/abs/2401.12345

"arxiv_categories": ["cs.CL", "cs.AI"],   "arxiv_comment": "Accepted at NeurIPS 2024",   // submitter's note; often empty   "pdf_url": "https://arxiv.org/pdf/2401.12345v3",

"arxiv_comment": "Accepted at NeurIPS 2024",   // submitter's note; often empty   "pdf_url": "https://arxiv.org/pdf/2401.12345v3",   "sources": ["arxiv"],

"pdf_url": "https://arxiv.org/pdf/2401.12345v3",

"license": [     {       "URL": "https://www.nejm.org/about-nejm/...",

{       "URL": "https://www.nejm.org/about-nejm/...",       "content_version": "vor",            // tdm | vor | am | unspecified

"URL": "https://www.nejm.org/about-nejm/...",

],   "license": [     {"URL": "https://www.nejm.org/about-nejm/permissions", "content_version": "vor", "delay_in_days": 0}

"license": [     {"URL": "https://www.nejm.org/about-nejm/permissions", "content_version": "vor", "delay_in_days": 0}   ]

{"URL": "https://www.nejm.org/about-nejm/permissions", "content_version": "vor", "delay_in_days": 0}

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| **Symptom** | Biopython `HTTPError 429` OR empty efetch when records expected | | **Trigger** | Wrong / expired `ncbi_api_key`; or >10/s (with key) / >3/s (anonymous) | | **Action** | First, verify key is valid: `curl 'https://eutils.ncbi

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### Fetch (init-once; runtime; never committed)

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python3 -m scripts.openalex_helper get W3011865677 python3 -m scripts.openalex_helper get 10.2307/1914185           # DOI bare form python3 -m scripts.openalex_helper get https://doi.org/10.1038/x

python3 -m scripts.openalex_helper get https://doi.org/10.1038/x

- **per_page hard-capped at 20** — pyalex returns ~25k-token payloads when per_page>20 even though API accepts up to 200. Helper internally enforces `_PER_PAGE=20` and pages. - **OpenAlex W-IDs drift between releases** — if you have a W-ID 

- **OpenAlex W-IDs drift between releases** — if you have a W-ID that 404s, retry as DOI lookup. `get` handles `10.x/y` -> `https://doi.org/10.x/y` for you.

"keywords": ["diffusion language model", "discrete"],   "tldr": "...",                                    // content.TLDR when the authors gave one   "pdf_url": "https://openreview.net/pdf?id=g88nt4ieTG",   // only when the note has a PDF

"tldr": "...",                                    // content.TLDR when the authors gave one   "pdf_url": "https://openreview.net/pdf?id=g88nt4ieTG",   // only when the note has a PDF   "oa_locations": ["https://openreview.net/forum?id=g88nt

"pdf_url": "https://openreview.net/pdf?id=g88nt4ieTG",   // only when the note has a PDF

"oa_locations": ["https://openreview.net/forum?id=g88nt4ieTG"],  // reviews and discussion live here

- **Only the search endpoint works.** `GET /notes?content.venueid=…` (list a whole venue) answers anonymous clients with 403 `ChallengeRequiredError`. The helper uses only `GET https://api2.openreview.net/notes/search?…&limit=25&offset=k`. 

rm -rf ./paper-search-results/<id>/batches/ ./paper-search-results/<id>/classifications/

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| `publication_types: List[str]` | e.g. `["Journal Article", "Randomized Controlled Trial", "Multicenter Study"]` | | `pmcid: str` | "PMC9876543" (only filled if missing) | | `pmc_url: str` | "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC98

| `pmcid: str` | "PMC9876543" (only filled if missing) | | `pmc_url: str` | "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9876543/" | | `abstract: str` | Filled ONLY if missing — OA reconstructed wins; PubMed = fallback |

| `pmc_url: str` | "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9876543/" |

PubMed's MeSH is an English-language controlled vocabulary — Chinese keywords route through PubMed's translation layer with mediocre precision, and `search-mesh` requires the **canonical English MeSH descriptor** to match. When the user que

**受控词验证分轨（[A-6] 硬约束）**：CMeSH **无权威免费查表 API** → 主题词默认标 **🟨 语法已验·词表待核**（`llm_suggest_only` + 黄旗「待 UI 内人工确认规范主题词+副主题词」）。**本轮实测发现一个免费软交叉核端点**：`GET https://www.sinomed.ac.cn/suggest.do?dbtype=mt_&q=<中文词>` 无需登录返回 CMeSH 中文主题词候选（`糖尿病`→有候选；无义乱码→HTTP

**URL**：`https://sites.google.com/a/york.ac.uk/issg-search-filters-resource`（RCT filter 直达页：`.../home/rcts`）。由 InterTASC Information Specialists' Sub-Group 维护，**收录并批判性评价**了 SR / RCT / 非随机研究 / 诊断准确性 / 质性等过滤器，跨多个库和服务商 [Hb §4.4.7]。

> 语法卡 · 统一字段格式（13 spec §4）。检索对公众免费；深链 **B 档**（官方端点，curl 被 Cloudflare 拦，浏览器可用）。**★无邻近算符** → 跨库翻译时降级为 AND/短语。CCS 分类是过滤 facet，非可爆炸叙词表 → 受控词 `not_applicable`。语法主张附官方 URL + verified_date。

tier: "B"   url_kind: "prefill"   url_template: "https://dl.acm.org/action/doSearch?AllField={urlenc}"

url_kind: "prefill"   url_template: "https://dl.acm.org/action/doSearch?AllField={urlenc}"   verified_http: "403（curl，Cloudflare bot 拦截）；真实浏览器内该 URL 可用"

url_template: "https://dl.acm.org/action/doSearch?AllField={urlenc}"   verified_http: "403（curl，Cloudflare bot 拦截）；真实浏览器内该 URL 可用"   note: "官方文档化端点；curl 被 Cloudflare 拦（403），但浏览器内公开可用（检索免费，全文订阅）。不承诺脚本层直达。"

verified_http: "403（curl，Cloudflare bot 拦截）；真实浏览器内该 URL 可用"   note: "官方文档化端点；curl 被 Cloudflare 拦（403），但浏览器内公开可用（检索免费，全文订阅）。不承诺脚本层直达。"   verified_date: "2026-07-16"

note: "官方文档化端点；curl 被 Cloudflare 拦（403），但浏览器内公开可用（检索免费，全文订阅）。不承诺脚本层直达。"

verified_date: "2026-07-16" source_url:   - "https://libraries.acm.org/binaries/content/assets/libraries/new_acm-digital-library-user-guide.pdf"

source_url:   - "https://libraries.acm.org/binaries/content/assets/libraries/new_acm-digital-library-user-guide.pdf"   - "https://library-guides.ucl.ac.uk/ACM-Digital-Library/techniques-for-searching"

- "https://libraries.acm.org/binaries/content/assets/libraries/new_acm-digital-library-user-guide.pdf"

- "https://library-guides.ucl.ac.uk/ACM-Digital-Library/techniques-for-searching"

- "https://refhunter.org/en/database_sheets/acm-digital-library"

- "通配 * 可词尾/词中、不可词首；引号短语内通配无效"   - "布尔须大写；默认词间 AND；多字段靠 Advanced 多行 + Edit Query 手改布尔"   - "深链 B 档：doSearch?AllField= 官方端点，curl 403（Cloudflare），浏览器内可用"

- "布尔须大写；默认词间 AND；多字段靠 Advanced 多行 + Edit Query 手改布尔"   - "深链 B 档：doSearch?AllField= 官方端点，curl 403（Cloudflare），浏览器内可用"   - "CCS 分类是 facet 过滤，非检索式层可爆炸叙词 → 受控词 not_applicable"

- "深链 B 档：doSearch?AllField= 官方端点，curl 403（Cloudflare），浏览器内可用"

### 深链（B 档） `https://dl.acm.org/action/doSearch?AllField=<URL编码>` — 官方端点，curl 403（Cloudflare），浏览器内可用；不承诺脚本层直达（C-14 天然满足：检索免费无墙）。

`https://dl.acm.org/action/doSearch?AllField=<URL编码>` — 官方端点，curl 403（Cloudflare），浏览器内可用；不承诺脚本层直达（C-14 天然满足：检索免费无墙）。

tier: "C"   url_kind: "paste_only"   url_template: "https://www.cabidigitallibrary.org/action/doSearch?AllField={urlenc}"

url_kind: "paste_only"   url_template: "https://www.cabidigitallibrary.org/action/doSearch?AllField={urlenc}"   note: "CAB Abstracts is subscription on every host; execution requires institutional login. URL structure noted only; not HTTP-v

url_template: "https://www.cabidigitallibrary.org/action/doSearch?AllField={urlenc}"

note: "CAB Abstracts is subscription on every host; execution requires institutional login. URL structure noted only; not HTTP-verified this round, no login-bypass. Deliver the paste-ready professional string." source_url:   - "https://help

source_url:   - "https://help.cabi.org/cabi-digital-library-help/"                                       # CABI official help hub   - "https://help.cabi.org/cabi-digital-library-help/search/instructions-for-recreating-saved-searches-from-ca

- "https://help.cabi.org/cabi-digital-library-help/"                                       # CABI official help hub

- "https://help.cabi.org/cabi-digital-library-help/search/instructions-for-recreating-saved-searches-from-cab-direct"  # official: proximity ~n, wildcards, boolean, index-field stemming

- "https://www.cabi.org/cabithesaurus/"                                                    # CABI Thesaurus (controlled vocab browse)

- "https://ospguides.ovid.com/OSPguides/cabadb.htm"                                        # Ovid CAB Abstracts guide (hosts_note)

tier: "C"   url_kind: "paste_only"   url_template: "https://search.ebscohost.com/login.aspx?authtype=ip&profile=ehost&defaultdb=ccm"

url_kind: "paste_only"   url_template: "https://search.ebscohost.com/login.aspx?authtype=ip&profile=ehost&defaultdb=ccm"   note: "EBSCOhost addresses bind to institution customer-id/profile; execution requires institutional login. No public

url_template: "https://search.ebscohost.com/login.aspx?authtype=ip&profile=ehost&defaultdb=ccm"

note: "EBSCOhost addresses bind to institution customer-id/profile; execution requires institutional login. No public stateless deep link. Never construct a login-bypassing URL." source_url:   - "https://libraryguides.mcgill.ca/c.php?g=4771

source_url:   - "https://libraryguides.mcgill.ca/c.php?g=477164&p=5387366"                      # McGill: CINAHL MH/MM/MJ/MW field codes + explode +   - "https://libraryguides.mcgill.ca/epib629/search-tips"                           # McGil

- "https://libraryguides.mcgill.ca/c.php?g=477164&p=5387366"                      # McGill: CINAHL MH/MM/MJ/MW field codes + explode +

- "https://libraryguides.mcgill.ca/epib629/search-tips"                           # McGill: CINAHL Nn/Wn proximity + suggest-subject-headings note

- "https://about.ebsco.com/sites/default/files/acquiadam-assets/Top-Five-Searching-Strategies-Handout.pdf"  # EBSCO official: N/W, wildcards

- "https://connect.ebsco.com/"                                                     # EBSCO Connect help hub (CINAHL/MeSH Headings, field codes)

- "https://guides.library.manoa.hawaii.edu/cinahl/cinahlhdgs"                      # CINAHL Explode / Major Concept / Subheadings (EBSCO-transcribed)

> "**Explode** — Represented by the + sign at the end of the subject heading … e.g., `(MH "Pregnancy in Diabetes+")` will search for records indexed with 'Pregnancy in Diabetes' OR 'Diabetes Mellitus, Gestational' OR 'Fetal Macrosomia'. **M

> — https://libraryguides.mcgill.ca/c.php?g=477164&p=5387366

> "To use proximity operators in CINAHL, uncheck 'Suggest Subject Headings' if entering an unqualified search … or specify the TI OR AB fields in your search query." > — https://libraryguides.mcgill.ca/epib629/search-tips

> — https://libraryguides.mcgill.ca/epib629/search-tips

access: free                          # 免费、无登录、无验证码 api:   base: "https://clinicaltrials.gov/api/v2/studies"

api:   base: "https://clinicaltrials.gov/api/v2/studies"   version: "2.0.5"                     # /api/v2/version 实测 apiVersion，dataTimestamp 2026-07-15

base: "https://clinicaltrials.gov/api/v2/studies"

field_tags:                            # Essie 不用后缀标签；字段由 query.<field> 或 AREA[] 指定   target_field: "AREA[<SearchArea>]<term>"   # 例 AREA[ConditionSearch]diabetes   search_areas_ref: "https://clinicaltrials.gov/api/v2/studies/search-areas"

target_field: "AREA[<SearchArea>]<term>"   # 例 AREA[ConditionSearch]diabetes   search_areas_ref: "https://clinicaltrials.gov/api/v2/studies/search-areas" boolean: {and: "AND", or: "OR", not: "NOT", case: "UPPERCASE-REQUIRED"}   # 实测：小写 or→1

search_areas_ref: "https://clinicaltrials.gov/api/v2/studies/search-areas"

tier: "A"                            # A 档来自 API v2 端点（服务器端 totalCount，机械可验、可构造）   url_kind: "api"                      # 主交付=API URL；人读 URL 见 ui_template   api_template: "https://clinicaltrials.gov/api/v2/studies?query.cond={urlenc}&query.

url_kind: "api"                      # 主交付=API URL；人读 URL 见 ui_template   api_template: "https://clinicaltrials.gov/api/v2/studies?query.cond={urlenc}&query.intr={urlenc}&query.term={urlenc}&countTotal=true"   ui_template: "https://clinical

api_template: "https://clinicaltrials.gov/api/v2/studies?query.cond={urlenc}&query.intr={urlenc}&query.term={urlenc}&countTotal=true"

ui_template: "https://clinicaltrials.gov/expert-search?term={urlenc_essie}"   # 官方人读深链（粘 Essie 式）

ui_template_alt: "https://clinicaltrials.gov/search?cond={urlenc}&intr={urlenc}&term={urlenc}"

verified_date: "2026-07-16" source_url:   - "https://clinicaltrials.gov/find-studies/constructing-complex-search-queries"   # Essie 算符官方定义

source_url:   - "https://clinicaltrials.gov/find-studies/constructing-complex-search-queries"   # Essie 算符官方定义   - "https://clinicaltrials.gov/data-api/api"                                        # REST API v2

- "https://clinicaltrials.gov/find-studies/constructing-complex-search-queries"   # Essie 算符官方定义

- "https://clinicaltrials.gov/data-api/api"                                        # REST API v2

- "https://clinicaltrials.gov/api/v2/studies/search-areas"                         # 检索区/字段定义

**A 档判定成立，但 A 性来自 API v2 端点，不是人读网页**（此点区别于 PubMed/ERIC，后者人读网页本身即服务器端渲染）： - **API v2 端点**：`GET /api/v2/studies?query.term=...&countTotal=true` → HTTP 200 + 顶层 `totalCount`（服务器端 JSON，完全机械可解析、可复测）。这是**真正的 A 档可构造/可验证深链**，等价于 PubMed 的 E-utilitie

- **API v2 端点**：`GET /api/v2/studies?query.term=...&countTotal=true` → HTTP 200 + 顶层 `totalCount`（服务器端 JSON，完全机械可解析、可复测）。这是**真正的 A 档可构造/可验证深链**，等价于 PubMed 的 E-utilities `esearch`。deeplink.py 应构造并对其计数做核验。 - **人读 URL**：官方 `https://clinicaltri

- **人读 URL**：官方 `https://clinicaltrials.gov/expert-search?term=<Essie>`（及 `/search?cond=&intr=&term=`）→ HTTP 200，携带查询、浏览器内可用（免费/无登录/无验证码），**但返回固定 94295 字节 React SPA 外壳**（对 "diabetes AND metformin" 与 "cancer" 两查询字节完全相同）→ 结果**客户端渲染**。按 13 spe

（以上为实测证据表；完整 curl 命令与响应存于开发档案。）

verified_date: "2026-07-16" source_url:   - "https://library.sysu.edu.cn/sites/default/files/attachments/2023-10/中国知网使用手册-详细版_1.pdf"   # 详细版手册 §1.2.5.2/§1.2.5.6/§1.2.5.7（旧字段集 + 复合运算符 * / 位置描述符 # %）

source_url:   - "https://library.sysu.edu.cn/sites/default/files/attachments/2023-10/中国知网使用手册-详细版_1.pdf"   # 详细版手册 §1.2.5.2/§1.2.5.6/§1.2.5.7（旧字段集 + 复合运算符 * / 位置描述符 # %）   - "https://library.gzucm.edu.cn/__local/0/39/86/A976E276D464E8B25AB5

- "https://library.sysu.edu.cn/sites/default/files/attachments/2023-10/中国知网使用手册-详细版_1.pdf"   # 详细版手册 §1.2.5.2/§1.2.5.6/§1.2.5.7（旧字段集 + 复合运算符 * / 位置描述符 # %）

- "https://library.gzucm.edu.cn/__local/0/39/86/A976E276D464E8B25AB5A531607_579D802A_5734FC.pdf"

- "https://wlxy.hbnu.edu.cn/_upload/article/files/c8/1e/6ee8cd4c476e80fc1d482eb9a351/a17b2405-4aac-4d1c-8130-beaa9af579a6.pdf"   # 全球学术快报2.0 Web版使用手册 §2.1.3.2（新字段集含 TKA=篇关摘, 2026-07-16 verified）

tier: "B"                          # ★修正：R4 记 200(A)，主 Agent 亲测 419 → 降 B 待浏览器验证   url_kind: "prefill"   url_template: "https://www.cochranelibrary.com/search?q={urlenc}"    # 用 /search?q=，不带 /en/

url_kind: "prefill"   url_template: "https://www.cochranelibrary.com/search?q={urlenc}"    # 用 /search?q=，不带 /en/   verified_http: "非 200（curl 层 419/302 皆时点观测到，Bot 拦截/会话预检）；B 档，build 轮浏览器实测再议升 A"

url_template: "https://www.cochranelibrary.com/search?q={urlenc}"    # 用 /search?q=，不带 /en/   verified_http: "非 200（curl 层 419/302 皆时点观测到，Bot 拦截/会话预检）；B 档，build 轮浏览器实测再议升 A"   note: "★转换修正（12 号 E 组）：R4 §2.3 记 /search?q= HTTP 200（服务器端渲染，判 A）

verified_http: "非 200（curl 层 419/302 皆时点观测到，Bot 拦截/会话预检）；B 档，build 轮浏览器实测再议升 A"

verified_date: "2026-07-16" source_url:   - "https://www.cochrane.org/products-and-services/cochrane-library"

source_url:   - "https://www.cochrane.org/products-and-services/cochrane-library"   - "https://www.cochrane.de/sites/cochrane.de/files/uploads/CochraneLibrary_NewSearchGuide.pdf"

- "https://www.cochrane.org/products-and-services/cochrane-library"

- "https://www.cochrane.de/sites/cochrane.de/files/uploads/CochraneLibrary_NewSearchGuide.pdf"

- "https://epoc.cochrane.org/sites/epoc.cochrane.org/files/uploads/Resources-for-authors2017/database_syntax_guide.pdf"

### 范围与角色 Cochrane Library（Wiley）的 CENTRAL 是对照试验注册库，SR 检索必备。混合访问（摘要免费/全文订阅）。**深链档位——本卡集的转换修正点**：R4 §2.3 实测 `https://www.cochranelibrary.com/search?q=` HTTP 200 size 101250、服务器端渲染含 `search-results-template`，据此 R4 判 A 档；**但主 Agent 亲测该 URL 返回 

Cochrane Library（Wiley）的 CENTRAL 是对照试验注册库，SR 检索必备。混合访问（摘要免费/全文订阅）。**深链档位——本卡集的转换修正点**：R4 §2.3 实测 `https://www.cochranelibrary.com/search?q=` HTTP 200 size 101250、服务器端渲染含 `search-results-template`，据此 R4 判 A 档；**但主 Agent 亲测该 URL 返回 419**（12 号

tier: "C"   url_kind: "paste_only"   url_template: "https://search.ebscohost.com/login.aspx?authtype=ip&profile=ehost&defaultdb=eoh"

url_kind: "paste_only"   url_template: "https://search.ebscohost.com/login.aspx?authtype=ip&profile=ehost&defaultdb=eoh"   note: "EBSCOhost addresses are bound to institution customer-id/profile; execution requires institutional login. No p

url_template: "https://search.ebscohost.com/login.aspx?authtype=ip&profile=ehost&defaultdb=eoh"

note: "EBSCOhost addresses are bound to institution customer-id/profile; execution requires institutional login. No public stateless deep link. Do not construct any login-bypassing URL." source_url:   - "https://www.aeaweb.org/econlit/searc

source_url:   - "https://www.aeaweb.org/econlit/search-hints"                                   # AEA official: JEL descriptors, 4-digit code rule   - "https://www.aeaweb.org/econlit/jelCodes.php?view=jel"                          # AEA off

- "https://www.aeaweb.org/econlit/search-hints"                                   # AEA official: JEL descriptors, 4-digit code rule

- "https://www.aeaweb.org/econlit/jelCodes.php?view=jel"                          # AEA official: full JEL code list

- "https://about.ebsco.com/products/research-databases/econlit-full-text"         # EBSCO official product page

- "https://about.ebsco.com/sites/default/files/acquiadam-assets/Top-Five-Searching-Strategies-Handout.pdf"  # EBSCO official: N/W, wildcards

- "https://ospguides.ovid.com/OSPguides/econdb.htm"                               # Ovid EconLit guide (hosts_note: CC field)

> "The EconLit subject descriptors are the same as the Journal of Economic Literature (JEL) classifications also known as the American Economic Association Classification System. On EconLit, a zero has been added to the JEL classification t

> — AEA, *EconLit Search Hints*, https://www.aeaweb.org/econlit/search-hints (verified 2026-07-16)

> "Near Operator (N) finds results in which search terms are within a specified number of words of one another in any order. Example: tax N5 reform … Within Operator (W) finds results in which search terms are within a specified number of w

> — https://about.ebsco.com/sites/default/files/acquiadam-assets/Top-Five-Searching-Strategies-Handout.pdf

tier: "C"   url_kind: "paste_only"   url_template: "https://www.embase.com/#advancedSearch"

url_kind: "paste_only"   url_template: "https://www.embase.com/#advancedSearch"   note: "登录墙：实测 HTTP 200 但为 hash 路由 SPA 外壳，出结果需鉴权。URL 结构已考证，执行待机构账号；交付=可粘贴检索式；绝不构造绕登录 URL。"

url_template: "https://www.embase.com/#advancedSearch"

note: "登录墙：实测 HTTP 200 但为 hash 路由 SPA 外壳，出结果需鉴权。URL 结构已考证，执行待机构账号；交付=可粘贴检索式；绝不构造绕登录 URL。" source_url:   - "https://www.elsevier.support/embase/answer/how-do-i-search-in-embase"

source_url:   - "https://www.elsevier.support/embase/answer/how-do-i-search-in-embase"   - "https://supportcontent.elsevier.com/RightNow%20Next%20Gen/Embase/Webinar_Embase_Intro_20170823.pdf"

- "https://www.elsevier.support/embase/answer/how-do-i-search-in-embase"

- "https://supportcontent.elsevier.com/RightNow%20Next%20Gen/Embase/Webinar_Embase_Intro_20170823.pdf"

### 范围与角色 Embase（Elsevier）在 embase.com 原生宿主上的语法卡。订阅登录墙 → 深链 **C 档**：R4 §2.8 实测 `https://www.embase.com/#advancedSearch` HTTP 200 但 hash 路由 SPA 外壳，出结果需鉴权 → 交付=可粘贴检索式。

Embase（Elsevier）在 embase.com 原生宿主上的语法卡。订阅登录墙 → 深链 **C 档**：R4 §2.8 实测 `https://www.embase.com/#advancedSearch` HTTP 200 但 hash 路由 SPA 外壳，出结果需鉴权 → 交付=可粘贴检索式。

### 深链（C 档） `https://www.embase.com/#advancedSearch` 实测 HTTP 200（hash 路由 SPA 外壳）。URL 结构已考证，执行待机构账号；只观测不绕墙（C-14）。

`https://www.embase.com/#advancedSearch` 实测 HTTP 200（hash 路由 SPA 外壳）。URL 结构已考证，执行待机构账号；只观测不绕墙（C-14）。

note: "登录墙 + 全程会话态（ovidsp.ovid.com 会话绑定），无无状态深链。交付=可粘贴检索式；绝不构造绕登录 URL。" source_url:   - "https://ospguides.ovid.com/OSPguides/embdb.htm"

source_url:   - "https://ospguides.ovid.com/OSPguides/embdb.htm"   - "https://ospguides.ovid.com/OSPguides/medline.htm"

- "https://ospguides.ovid.com/OSPguides/embdb.htm"

- "https://ospguides.ovid.com/OSPguides/medline.htm"

- "https://library-guides.ucl.ac.uk/OvidSP/textword-searching"

- "https://epoc.cochrane.org/sites/epoc.cochrane.org/files/uploads/Resources-for-authors2017/database_syntax_guide.pdf"

tier: "A"   url_kind: "prefill"   url_template: "https://eric.ed.gov/?q={urlenc}"

url_kind: "prefill"   url_template: "https://eric.ed.gov/?q={urlenc}"   field_url_example: "https://eric.ed.gov/?q=author%3Ayoung"    # 亦支持字段式 ?q=author:young

url_template: "https://eric.ed.gov/?q={urlenc}"

field_url_example: "https://eric.ed.gov/?q=author%3Ayoung"    # 亦支持字段式 ?q=author:young

verified_date: "2026-07-16" source_url:   - "https://eric.ed.gov/?searchtips"       # Advanced Search Tips

source_url:   - "https://eric.ed.gov/?searchtips"       # Advanced Search Tips   - "https://eric.ed.gov/?ti=all"           # ERIC Thesaurus

- "https://eric.ed.gov/?searchtips"       # Advanced Search Tips

- "https://eric.ed.gov/?ti=all"           # ERIC Thesaurus

- "https://ospguides.ovid.com/OSPguides/ericdb.htm"   # 订阅宿主 ERIC-on-Ovid

### 范围与角色 ERIC（IES/美国教育部）教育学核心库；本卡记**免费官方站 eric.ed.gov**（订阅宿主 EBSCO/Ovid/ProQuest 语法见对应卡）。深链 **A 档**：R4 §2.2 实测 `https://eric.ed.gov/?q=<URL编码>` HTTP 200、页面含 "of 27,020 results"（服务器端 HTML 计数）——**最干净的开放深链之一**。

ERIC（IES/美国教育部）教育学核心库；本卡记**免费官方站 eric.ed.gov**（订阅宿主 EBSCO/Ovid/ProQuest 语法见对应卡）。深链 **A 档**：R4 §2.2 实测 `https://eric.ed.gov/?q=<URL编码>` HTTP 200、页面含 "of 27,020 results"（服务器端 HTML 计数）——**最干净的开放深链之一**。

### 深链（A 档） `https://eric.ed.gov/?q=<URL编码>` 实测 200，服务器端渲染结果计数；亦支持字段式 `?q=author%3Ayoung`。deeplink.py 对 ERIC 构造并核验此 URL。

`https://eric.ed.gov/?q=<URL编码>` 实测 200，服务器端渲染结果计数；亦支持字段式 `?q=author%3Ayoung`。deeplink.py 对 ERIC 构造并核验此 URL。

tier: "B"   url_kind: "prefill"   url_template: "https://ieeexplore.ieee.org/search/searchresult.jsp?queryText={urlenc}"

url_kind: "prefill"   url_template: "https://ieeexplore.ieee.org/search/searchresult.jsp?queryText={urlenc}"   ui_render: "client-SPA (Angular)"

url_template: "https://ieeexplore.ieee.org/search/searchresult.jsp?queryText={urlenc}"

verified_date: "2026-07-16" source_url:   - "https://ieeexplore.ieee.org/Xplorehelp/searching-ieee-xplore/command-search"

source_url:   - "https://ieeexplore.ieee.org/Xplorehelp/searching-ieee-xplore/command-search"   - "https://ieeexplore.ieee.org/Xplorehelp/searching-ieee-xplore/"

- "https://ieeexplore.ieee.org/Xplorehelp/searching-ieee-xplore/command-search"

- "https://ieeexplore.ieee.org/Xplorehelp/searching-ieee-xplore/"

tier: "C"   url_kind: "paste_only"   url_template: "https://search.ebscohost.com/login.aspx?authtype=ip&profile=ehost&defaultdb=psyh"

url_kind: "paste_only"   url_template: "https://search.ebscohost.com/login.aspx?authtype=ip&profile=ehost&defaultdb=psyh"   note: "EBSCOhost 按机构 customer-id/profile 定址，执行需机构登录，无公众无状态深链。交付=可粘贴检索式；绝不构造绕登录 URL。"

url_template: "https://search.ebscohost.com/login.aspx?authtype=ip&profile=ehost&defaultdb=psyh"

note: "EBSCOhost 按机构 customer-id/profile 定址，执行需机构登录，无公众无状态深链。交付=可粘贴检索式；绝不构造绕登录 URL。" source_url:   - "https://www.apa.org/pubs/databases/training/ebsco.pdf"

source_url:   - "https://www.apa.org/pubs/databases/training/ebsco.pdf"   - "https://about.ebsco.com/sites/default/files/acquiadam-assets/Top-Five-Searching-Strategies-Handout.pdf"

- "https://www.apa.org/pubs/databases/training/ebsco.pdf"

- "https://about.ebsco.com/sites/default/files/acquiadam-assets/Top-Five-Searching-Strategies-Handout.pdf"

- "https://connect.ebsco.com/"

note: "登录墙 + 全程会话态（ovidsp.ovid.com），无深链。交付=可粘贴检索式；绝不构造绕登录 URL。" source_url:   - "https://ospguides.ovid.com/OSPguides/psycdb.htm"

source_url:   - "https://ospguides.ovid.com/OSPguides/psycdb.htm"   - "https://library-guides.ucl.ac.uk/OvidSP/textword-searching"

- "https://ospguides.ovid.com/OSPguides/psycdb.htm"

- "https://library-guides.ucl.ac.uk/OvidSP/textword-searching"

- "https://pmc.ncbi.nlm.nih.gov/articles/PMC12527542"      # EBSCO↔Ovid PsycInfo 字段码翻译表

tier: "A"   url_kind: "prefill"   url_template: "https://pubmed.ncbi.nlm.nih.gov/?term={urlenc}"       # 方括号编码为 %5B%5D

url_kind: "prefill"   url_template: "https://pubmed.ncbi.nlm.nih.gov/?term={urlenc}"       # 方括号编码为 %5B%5D   api_template: "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?db=pubmed&term={urlenc}"

url_template: "https://pubmed.ncbi.nlm.nih.gov/?term={urlenc}"       # 方括号编码为 %5B%5D

api_template: "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?db=pubmed&term={urlenc}"

verified_date: "2026-07-16" source_url:   - "https://pubmed.ncbi.nlm.nih.gov/help/"

source_url:   - "https://pubmed.ncbi.nlm.nih.gov/help/"   - "https://pubmed.ncbi.nlm.nih.gov/help/#search-tags"

- "https://pubmed.ncbi.nlm.nih.gov/help/"

- "https://pubmed.ncbi.nlm.nih.gov/help/#search-tags"

- "https://www.ncbi.nlm.nih.gov/books/NBK25501/"     # E-utilities

### 深链（A 档，实测） - 网页：`https://pubmed.ncbi.nlm.nih.gov/?term=<URL编码>`（方括号→`%5B%5D`）——R4 §2.1A 实测 HTTP 200 size 256265，返回完整结果页。

- 网页：`https://pubmed.ncbi.nlm.nih.gov/?term=<URL编码>`（方括号→`%5B%5D`）——R4 §2.1A 实测 HTTP 200 size 256265，返回完整结果页。

verified_date: "2026-07-16" source_url:   - "https://web.cas.org/marketing/academic/academic_kc_resources-english/SCIACDENGREF101245_SciFinder-Quick-Reference-Guide-Academic-A4.pdf"   # CAS 官方 Academic Quick Reference Guide

source_url:   - "https://web.cas.org/marketing/academic/academic_kc_resources-english/SCIACDENGREF101245_SciFinder-Quick-Reference-Guide-Academic-A4.pdf"   # CAS 官方 Academic Quick Reference Guide   - "https://web.cas.org/marketing/pdf/SCIGE

- "https://web.cas.org/marketing/academic/academic_kc_resources-english/SCIACDENGREF101245_SciFinder-Quick-Reference-Guide-Academic-A4.pdf"   # CAS 官方 Academic Quick Reference Guide

- "https://web.cas.org/marketing/pdf/SCIGENENGREF101245-SciFinder-Quick-Reference-Guide-Commercial-A4.pdf"                                     # CAS 官方 Commercial Quick Reference Guide

tier: "C"   url_kind: "paste_only"   url_template: "https://www.scopus.com/search/form.uri?display=advanced"

url_kind: "paste_only"   url_template: "https://www.scopus.com/search/form.uri?display=advanced"   note: "登录墙：/search/form.uri 实测 301 重定向至 SSO 登录。入口指向 Advanced document search（display=advanced）：本卡产出的 TITLE-ABS-KEY(...) 字段码只在高级检索框生效，基本检索页粘进去

url_template: "https://www.scopus.com/search/form.uri?display=advanced"

note: "登录墙：/search/form.uri 实测 301 重定向至 SSO 登录。入口指向 Advanced document search（display=advanced）：本卡产出的 TITLE-ABS-KEY(...) 字段码只在高级检索框生效，基本检索页粘进去不工作（2026-09-30 由 display=basic 改）。URL 结构已考证，执行待机构账号；交付=可粘贴检索式；绝不构造绕登录 URL。" source_url:   - "https:

source_url:   - "https://elsevier.libguides.com/Scopus/topical-search"   - "https://supportcontent.elsevier.com/RightNow%20Next%20Gen/Scopus/Files/Scopus%20Quick%20Reference%20Guide%20WEB_2023.pdf"

- "https://elsevier.libguides.com/Scopus/topical-search"

- "https://supportcontent.elsevier.com/RightNow%20Next%20Gen/Scopus/Files/Scopus%20Quick%20Reference%20Guide%20WEB_2023.pdf"

- "https://blog.scopus.com/boolean-searches-in-scopus-understanding-operator-precedence-best-practices"

### 深链（C 档） `https://www.scopus.com/results/results.uri?...`（会话态）；`/search/form.uri` 实测 301→SSO。URL 结构已考证，执行待机构账号；只观测不绕墙（C-14）。

`https://www.scopus.com/results/results.uri?...`（会话态）；`/search/form.uri` 实测 301→SSO。URL 结构已考证，执行待机构账号；只观测不绕墙（C-14）。

verification: llm_suggest_only       # 默认：LLM 建议 + 黄旗『待人工核』（须 UI 内确认准确主题词+副主题词）   free_crosscheck:                     # ★实测发现（2026-07-16）：存在免费无登录 autocomplete，可做存在性交叉核     endpoint: "GET https://www.sinomed.ac.cn/suggest.do?dbtype=mt_&q=<中

free_crosscheck:                     # ★实测发现（2026-07-16）：存在免费无登录 autocomplete，可做存在性交叉核     endpoint: "GET https://www.sinomed.ac.cn/suggest.do?dbtype=mt_&q=<中文词>"     behavior: "返回 CMeSH 中文主题词候选；命中→有候选，无命中→HTTP 200 空体（size 0）"

endpoint: "GET https://www.sinomed.ac.cn/suggest.do?dbtype=mt_&q=<中文词>"

verified_date: "2026-07-16" source_url:   - "https://www.sinomed.ac.cn/zh/subjectSearch.html"     # 官方主题检索页

source_url:   - "https://www.sinomed.ac.cn/zh/subjectSearch.html"     # 官方主题检索页   - "https://baike.baidu.com/item/中国生物医学文献服务系统/9588775"   # 版本/资源/CMeSH 2017 佐证

- "https://www.sinomed.ac.cn/zh/subjectSearch.html"     # 官方主题检索页

- "https://baike.baidu.com/item/中国生物医学文献服务系统/9588775"   # 版本/资源/CMeSH 2017 佐证

- "https://lib.cmc.edu.cn/cbm.pdf"                        # 馆方使用指南（主题检索/副主题词组配步骤）

- 端点 `GET https://www.sinomed.ac.cn/suggest.do?dbtype=mt_&q=<中文词>` **无需登录**即返回 CMeSH 中文主题词候选。实测：

tier: "B"   url_kind: "prefill"   url_template: "https://s.wanfangdata.com.cn/paper?q={urlenc}"

url_kind: "prefill"   url_template: "https://s.wanfangdata.com.cn/paper?q={urlenc}"   ui_render: "client-SPA (Nuxt/Vue, window.__NUXT__)"

url_template: "https://s.wanfangdata.com.cn/paper?q={urlenc}"

verified_date: "2026-07-16" source_url:   - "http://www.llas.cas.cn/xwzx/tzgg/202204/P020241229644157292759.pdf"

source_url:   - "http://www.llas.cas.cn/xwzx/tzgg/202204/P020241229644157292759.pdf"   - "https://library.zuel.edu.cn/_upload/article/files/16/da/a36893834ff8978060d5256a93b8/be1fd347-d276-49a0-8921-b25e6c17a1b8.pdf"

- "http://www.llas.cas.cn/xwzx/tzgg/202204/P020241229644157292759.pdf"

- "https://library.zuel.edu.cn/_upload/article/files/16/da/a36893834ff8978060d5256a93b8/be1fd347-d276-49a0-8921-b25e6c17a1b8.pdf"

### 范围与角色 万方智搜（万方数据，订阅）中文原生学术发现系统。深链 **B 档**：R4 §2.6 实测 `https://s.wanfangdata.com.cn/paper?q=<URL编码>` HTTP 200，返回 `window.__NUXT__` SPA 外壳（Nuxt/Vue，预填并前端拉结果）→ 浏览器内可用、脚本层取不到结果。

万方智搜（万方数据，订阅）中文原生学术发现系统。深链 **B 档**：R4 §2.6 实测 `https://s.wanfangdata.com.cn/paper?q=<URL编码>` HTTP 200，返回 `window.__NUXT__` SPA 外壳（Nuxt/Vue，预填并前端拉结果）→ 浏览器内可用、脚本层取不到结果。

tier: "C"   url_kind: "paste_only"   url_template: "https://www.webofscience.com/wos/woscc/advanced-search"

url_kind: "paste_only"   url_template: "https://www.webofscience.com/wos/woscc/advanced-search"   note: "登录墙：advanced-search 页实测 HTTP 200 但仅加载 Angular 外壳（2026-09-30 由 basic-search 改：本卡产出的 TS= 字段标签只在 Advanced Search 生效），出结果需机构鉴权；Advanced Sea

url_template: "https://www.webofscience.com/wos/woscc/advanced-search"

note: "登录墙：advanced-search 页实测 HTTP 200 但仅加载 Angular 外壳（2026-09-30 由 basic-search 改：本卡产出的 TS= 字段标签只在 Advanced Search 生效），出结果需机构鉴权；Advanced Search 有会话内可分享 query 链接但绑定会话、非无状态预填。URL 结构已考证，执行待机构账号；交付=可粘贴检索式；绝不构造绕登录 URL。" source_url:   - "https:

source_url:   - "https://webofscience.zendesk.com/hc/en-us/articles/20016122409105-Search-Operators"   - "https://webofscience.zendesk.com/hc/en-us/articles/26916347018257-Web-of-Science-Core-Collection-Advanced-Search-Field-Tags"

- "https://webofscience.zendesk.com/hc/en-us/articles/20016122409105-Search-Operators"

- "https://webofscience.zendesk.com/hc/en-us/articles/26916347018257-Web-of-Science-Core-Collection-Advanced-Search-Field-Tags"

- "https://webofscience.zendesk.com/hc/en-us/articles/20130361503249-Advanced-Search-Query-Builder"

### 深链（C 档） `https://www.webofscience.com/wos/woscc/advanced-search` — 实测 HTTP 200（仅 SPA 外壳，出结果需鉴权；2026-09-30 复测）。检索式用 TS= 字段标签，只能粘进 Advanced Search，所以入口指向它而不是 basic-search。Advanced Search 有「会话内可分享 query 链接」（链条图标复制），但绑定会话、非无状态预填。URL 结构已考证，执

`https://www.webofscience.com/wos/woscc/advanced-search` — 实测 HTTP 200（仅 SPA 外壳，出结果需鉴权；2026-09-30 复测）。检索式用 TS= 字段标签，只能粘进 Advanced Search，所以入口指向它而不是 basic-search。Advanced Search 有「会话内可分享 query 链接」（链条图标复制），但绑定会话、非无状态预填。URL 结构已考证，执行待机构账号；只观测不绕

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| | | |---|---| | Apply at | https://openalex.org/settings/api |

|---|---| | Apply at | https://openalex.org/settings/api | | Cost | Free, $1/day quota (~10k list calls / 1k searches) |

| Apply at | https://openalex.org/settings/api |

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**Steps**: 1. Register at https://openalex.org (any email)

1. Register at https://openalex.org (any email)

2. Visit https://openalex.org/settings/api → generate API key

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| | | |---|---| | Apply at | https://www.semanticscholar.org/product/api |

|---|---| | Apply at | https://www.semanticscholar.org/product/api | | Cost | Free, no paid tier exists |

| Apply at | https://www.semanticscholar.org/product/api |

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**Steps**: 1. Visit https://www.semanticscholar.org/product/api

1. Visit https://www.semanticscholar.org/product/api

curl -s 'https://api.semanticscholar.org/graph/v1/paper/DOI:10.1162/neco.1997.9.8.1735?fields=influentialCitationCount' \

| | | |---|---| | Apply at | https://account.ncbi.nlm.nih.gov/settings/ |

|---|---| | Apply at | https://account.ncbi.nlm.nih.gov/settings/ | | Cost | Free |

| Apply at | https://account.ncbi.nlm.nih.gov/settings/ |

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**Steps**: 1. Visit https://account.ncbi.nlm.nih.gov/settings/ → log in (Google / ORCID / new NCBI account)

1. Visit https://account.ncbi.nlm.nih.gov/settings/ → log in (Google / ORCID / new NCBI account)

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curl -s -H 'User-Agent: paper-search-pro/2.0 (mailto:YOUR_EMAIL)' \

'https://api.crossref.org/works/10.1056/NEJMoa2034577' | head -c 400

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Examples:         'http://arxiv.org/abs/1706.03762v5' -> '1706.03762'

'http://arxiv.org/abs/1706.03762v5' -> '1706.03762'

'https://arxiv.org/abs/2605.21489'  -> '2605.21489'

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_USER_AGENT_TEMPLATE = (     "paper-search-pro/2.0 "     "(https://github.com/anthropic/paper-search-pro; mailto:{email})"

"paper-search-pro/2.0 "     "(https://github.com/anthropic/paper-search-pro; mailto:{email})" )

"(https://github.com/anthropic/paper-search-pro; mailto:{email})"

) _BASE_URL = "https://api.crossref.org/works" _RATE_LIMIT_SLEEP = 0.1  # 10 req/s — well under polite-pool 10/s ceiling.

_BASE_URL = "https://api.crossref.org/works"

global _session, _email     _email = (config.crossref_email if config else "") or _DEFAULT_EMAIL     _session = requests.Session()

_email = (config.crossref_email if config else "") or _DEFAULT_EMAIL     _session = requests.Session()     _session.headers["User-Agent"] = _USER_AGENT_TEMPLATE.format(email=_email)

_session = requests.Session()

type=_TYPE_MAP.get(rec.get("type") or ""),         citation_count=_as_int(rec.get("is-referenced-by-count")),         doi_url=f"https://doi.org/{doi}" if doi else None,

citation_count=_as_int(rec.get("is-referenced-by-count")),         doi_url=f"https://doi.org/{doi}" if doi else None,         sources=["crossref"],

doi_url=f"https://doi.org/{doi}" if doi else None,

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"rcs": p.rcs,             "citation_count": p.citation_count or 0,             "doi_url": p.doi_url or (f"https://doi.org/{p.doi}" if p.doi else None),

"citation_count": p.citation_count or 0,             "doi_url": p.doi_url or (f"https://doi.org/{p.doi}" if p.doi else None),             "is_seed": (p.discovery_path or "").startswith("query:"),

"doi_url": p.doi_url or (f"https://doi.org/{p.doi}" if p.doi else None),

"venue": p.venue,         "doi": p.doi,         "doi_url": p.doi_url or (f"https://doi.org/{p.doi}" if p.doi else None),

"doi": p.doi,         "doi_url": p.doi_url or (f"https://doi.org/{p.doi}" if p.doi else None),         "abstract": p.abstract,

"doi_url": p.doi_url or (f"https://doi.org/{p.doi}" if p.doi else None),

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keys.append(f"pmid|{paper.pmid}")     if paper.openalex_id:         keys.append("openalex|" + paper.openalex_id.replace("https://openalex.org/", ""))

if paper.openalex_id:         keys.append("openalex|" + paper.openalex_id.replace("https://openalex.org/", ""))     if paper.ss_paper_id:

keys.append("openalex|" + paper.openalex_id.replace("https://openalex.org/", ""))

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Examples:         "https://doi.org/10.1038/X" -> "10.1038/x"

"https://doi.org/10.1038/X" -> "10.1038/x"

d = doi.strip().lower()     d = (         d.replace("https://doi.org/", "")

d = (         d.replace("https://doi.org/", "")         .replace("http://doi.org/", "")

d.replace("https://doi.org/", "")

.replace("http://doi.org/", "")

.replace("https://dx.doi.org/", "")

.replace("http://dx.doi.org/", "")

Examples:         "1706.03762v5"                 -> "1706.03762"         "https://arxiv.org/abs/2401.12345v2" -> "2401.12345"

"1706.03762v5"                 -> "1706.03762"         "https://arxiv.org/abs/2401.12345v2" -> "2401.12345"     """

"https://arxiv.org/abs/2401.12345v2" -> "2401.12345"

return ("pmid", str(paper.pmid))     if paper.openalex_id:         oid = paper.openalex_id.replace("https://openalex.org/", "")

if paper.openalex_id:         oid = paper.openalex_id.replace("https://openalex.org/", "")         return ("openalex", oid)

oid = paper.openalex_id.replace("https://openalex.org/", "")

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fields.append(f"  doi = {{{p.doi}}}")         if p.doi_url or p.doi:             url = p.doi_url or f"https://doi.org/{p.doi}"

if p.doi_url or p.doi:             url = p.doi_url or f"https://doi.org/{p.doi}"             fields.append(f"  url = {{{url}}}")

url = p.doi_url or f"https://doi.org/{p.doi}"

lines.append(f"DO  - {p.doi}")         if p.doi_url or p.doi:             lines.append(f"UR  - {p.doi_url or f'https://doi.org/{p.doi}'}")

if p.doi_url or p.doi:             lines.append(f"UR  - {p.doi_url or f'https://doi.org/{p.doi}'}")         if p.abstract:

lines.append(f"UR  - {p.doi_url or f'https://doi.org/{p.doi}'}")

"venue": p.venue or "",                 "doi": p.doi or "",                 "doi_url": p.doi_url or (f"https://doi.org/{p.doi}" if p.doi else ""),

"doi": p.doi or "",                 "doi_url": p.doi_url or (f"https://doi.org/{p.doi}" if p.doi else ""),                 "rcs": p.rcs if p.rcs is not None else "",

"doi_url": p.doi_url or (f"https://doi.org/{p.doi}" if p.doi else ""),

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PORTAL_URL: Dict[str, str] = {     "cas": "https://www.fenqubiao.com",

"cas": "https://www.fenqubiao.com",

"jcr": "https://jcr.clarivate.com",

"sjr": "https://www.scimagojr.com",

DEFAULT_SOURCES: Dict[str, str] = {     "cas": (         "https://raw.githubusercontent.com/hitfyd/ShowJCR/master/"

"cas": (         "https://raw.githubusercontent.com/hitfyd/ShowJCR/master/"         "%E4%B8%AD%E7%A7%91%E9%99%A2%E5%88%86%E5%8C%BA%E8%A1%A8%E5%8F%8AJCR"

"https://raw.githubusercontent.com/hitfyd/ShowJCR/master/"

),     "jcr": (         "https://raw.githubusercontent.com/hitfyd/ShowJCR/master/"

"jcr": (         "https://raw.githubusercontent.com/hitfyd/ShowJCR/master/"         "%E4%B8%AD%E7%A7%91%E9%99%A2%E5%88%86%E5%8C%BA%E8%A1%A8%E5%8F%8AJCR"

"https://raw.githubusercontent.com/hitfyd/ShowJCR/master/"

),     "sjr": (         "https://raw.githubusercontent.com/saramabrouk173/zotero-sjr-ranker/"

"sjr": (         "https://raw.githubusercontent.com/saramabrouk173/zotero-sjr-ranker/"         "main/scimagojr%202024.csv"

"https://raw.githubusercontent.com/saramabrouk173/zotero-sjr-ranker/"

_USER_AGENT = (     "paper-search-pro/2.2 "     "(https://github.com/anthropic/paper-search-pro; journal-rank fetch)"

"paper-search-pro/2.2 "     "(https://github.com/anthropic/paper-search-pro; journal-rank fetch)" )

"(https://github.com/anthropic/paper-search-pro; journal-rank fetch)"

# --------------------------------------------------------------------------- # Cache + fetch (init-once; never re-fetch a present, fresh file)

# Cache + fetch (init-once; never re-fetch a present, fresh file)

def fetch(

stale_days: re-fetch when a cached file is older than this.         force: re-fetch even if a fresh cache exists.         session: an injectable requests.Session (tests pass a fake; default

force: re-fetch even if a fresh cache exists.         session: an injectable requests.Session (tests pass a fake; default             constructs one with the polite User-Agent).

session: an injectable requests.Session (tests pass a fake; default

continue         if sess is None:             sess = requests.Session()

if sess is None:             sess = requests.Session()             sess.headers["User-Agent"] = _USER_AGENT

sess = requests.Session()

return fetch(platform=None, **kwargs)

if args.command == "fetch":         cache_dir = args.cache_dir or cfg_cache_dir         result = fetch(

cache_dir = args.cache_dir or cfg_cache_dir         result = fetch(             platform=args.platform, year=args.year, sources=cfg_sources,

result = fetch(

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Endpoint (verified live 2026-07-12, no login / no signature / no WAF cookie):     POST https://www.ncpssd.cn/searchHandler/search

POST https://www.ncpssd.cn/searchHandler/search

SEARCH_URL = "https://www.ncpssd.cn/searchHandler/search"

Mirrors ``yiigle_helper._normalize_doi`` and the OpenAlex / SS convention so     the cross-source dedup key (federated_kg_resolver keys on the lowercase DOI)     lines up. Previously NSSD only lowercased, so a "https://doi.org/10.x" row

the cross-source dedup key (federated_kg_resolver keys on the lowercase DOI)     lines up. Previously NSSD only lowercased, so a "https://doi.org/10.x" row     would not collide with the bare "10.x" form emitted by the other sources.

lines up. Previously NSSD only lowercased, so a "https://doi.org/10.x" row

if s is None:         return None     for prefix in ("https://doi.org/", "http://doi.org/", "doi.org/", "doi:"):

return None     for prefix in ("https://doi.org/", "http://doi.org/", "doi.org/", "doi:"):         if s.lower().startswith(prefix):

for prefix in ("https://doi.org/", "http://doi.org/", "doi.org/", "doi:"):

type="article",         keywords=keywords,         doi_url=(f"https://doi.org/{doi}" if doi else None),

keywords=keywords,         doi_url=(f"https://doi.org/{doi}" if doi else None),         sources=[_SOURCE],

doi_url=(f"https://doi.org/{doi}" if doi else None),

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- F21 journal filter: must resolve source IDs first (display_name str is unreliable) - F6 Attention paper: cited_by 6543 is an OpenAlex data merger bug, not pyalex bug - ID prefix stripping required (raw IDs come as "https://openalex.org/W1

- F6 Attention paper: cited_by 6543 is an OpenAlex data merger bug, not pyalex bug - ID prefix stripping required (raw IDs come as "https://openalex.org/W123...") """

- ID prefix stripping required (raw IDs come as "https://openalex.org/W123...")

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def _strip_oa_prefix(s: Optional[str], prefix: str = "https://openalex.org/") -> Optional[str]:

if not doi:         return None     return doi.replace("https://doi.org/", "").replace("http://doi.org/", "").lower() or None

return doi.replace("https://doi.org/", "").replace("http://doi.org/", "").lower() or None

# Bare ID or URL: https://pubmed.ncbi.nlm.nih.gov/12345

topics = [         {             "id": _strip_oa_prefix(t.get("id"), "https://openalex.org/"),

{             "id": _strip_oa_prefix(t.get("id"), "https://openalex.org/"),             "name": t.get("display_name"),

"id": _strip_oa_prefix(t.get("id"), "https://openalex.org/"),

Accepts:     - "W3011865677"     - "https://openalex.org/W3011865677"

- "W3011865677"     - "https://openalex.org/W3011865677"     - "10.2307/1914185"

- "https://openalex.org/W3011865677"

- "10.2307/1914185"     - "https://doi.org/10.2307/1914185"     """

- "https://doi.org/10.2307/1914185"

if s.startswith("10."):         s = f"https://doi.org/{s}"

s = f"https://doi.org/{s}"

s = openalex_id.strip()     if s.startswith("10."):         s = f"https://doi.org/{s}"

if s.startswith("10."):         s = f"https://doi.org/{s}"     raw_work = openalex_guard.call(lambda: Works()[s])

s = f"https://doi.org/{s}"

s = author_id_or_name.strip()     is_id = s.startswith("A") and len(s) >= 10 and s[1:].isdigit()     is_id = is_id or s.startswith("https://openalex.org/A")

is_id = is_id or s.startswith("https://openalex.org/A")

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Endpoint discipline (anonymous, live-verified 2026-10-01):     GET https://api2.openreview.net/notes/search

GET https://api2.openreview.net/notes/search

"NeurIPS 2025 Poster", "COLM 2026", "EMNLP 2023 Findings";                               TMLR -> "TMLR". Never the bare word "OpenReview".     id                     -> pdf_url = "https://openreview.net/pdf?id=<id>" (only when

TMLR -> "TMLR". Never the bare word "OpenReview".     id                     -> pdf_url = "https://openreview.net/pdf?id=<id>" (only when                               the note has a pdf — a small venue's paper may not)

id                     -> pdf_url = "https://openreview.net/pdf?id=<id>" (only when

the note has a pdf — a small venue's paper may not)     forum                  -> oa_locations = ["https://openreview.net/forum?id=<forum>"]     (constant)             -> type = "article", sources = ["openreview"]

forum                  -> oa_locations = ["https://openreview.net/forum?id=<forum>"]

_SEARCH_URL = "https://api2.openreview.net/notes/search"

pdf = _val(content, "pdf")     pdf_url = (         f"https://openreview.net/pdf?id={note_id if isinstance(note_id, str) and note_id else forum}"

pdf_url = (         f"https://openreview.net/pdf?id={note_id if isinstance(note_id, str) and note_id else forum}"         if pdf else None

f"https://openreview.net/pdf?id={note_id if isinstance(note_id, str) and note_id else forum}"

tldr=_clean_text(_val(content, "TLDR")),         pdf_url=pdf_url,         oa_locations=[f"https://openreview.net/forum?id={forum}"],

pdf_url=pdf_url,         oa_locations=[f"https://openreview.net/forum?id={forum}"],         sources=["openreview"],

oa_locations=[f"https://openreview.net/forum?id={forum}"],

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"doi": doi,         "pmcid": pmcid,         "pmc_url": f"https://www.ncbi.nlm.nih.gov/pmc/articles/{pmcid}/" if pmcid else None,

"pmcid": pmcid,         "pmc_url": f"https://www.ncbi.nlm.nih.gov/pmc/articles/{pmcid}/" if pmcid else None,         "title": title,

"pmc_url": f"https://www.ncbi.nlm.nih.gov/pmc/articles/{pmcid}/" if pmcid else None,

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_PROBE_URL = "https://api.openalex.org/works?per_page=1"

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#: The date the A-tier URL *patterns* below were last live-confirmed (curl HTTP

_USER_AGENT = (     "paper-search-pro/2.4 "     "(https://github.com/O0000-code/paper-search-pro; deep-link verify)"

"paper-search-pro/2.4 "     "(https://github.com/O0000-code/paper-search-pro; deep-link verify)" )

"(https://github.com/O0000-code/paper-search-pro; deep-link verify)"

_PUBMED_WEB = "https://pubmed.ncbi.nlm.nih.gov/?term={q}"

_PUBMED_ESEARCH = (     "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?db=pubmed&term={q}" )

"https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?db=pubmed&term={q}"

) _ERIC_WEB = "https://eric.ed.gov/?q={q}" _CTGOV_API = "https://clinicaltrials.gov/api/v2/studies"

_ERIC_WEB = "https://eric.ed.gov/?q={q}"

_CTGOV_API = "https://clinicaltrials.gov/api/v2/studies"

_CTGOV_UI = "https://clinicaltrials.gov/expert-search?term={q}"

if sess is None:         import requests  # lazy: only when a real check is requested         sess = requests.Session()

import requests  # lazy: only when a real check is requested         sess = requests.Session()         sess.headers["User-Agent"] = _USER_AGENT

sess = requests.Session()

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},     "who_ictrp": {         "role": "registry", "deep_link": "https://trialsearch.who.int",

"who_ictrp": {         "role": "registry", "deep_link": "https://trialsearch.who.int",         "kind": "browser_entry",

"role": "registry", "deep_link": "https://trialsearch.who.int",

m = re.search(r"[A-Za-z0-9][A-Za-z0-9.-]*\.[A-Za-z]{2,}", str(host or ""))     return f"https://{m.group(0)}" if m else None

return f"https://{m.group(0)}" if m else None

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_USER_AGENT = (     "paper-search-pro/2.4 "     "(https://github.com/anthropic/paper-search-pro; vocab verify)"

"paper-search-pro/2.4 "     "(https://github.com/anthropic/paper-search-pro; vocab verify)" )

"(https://github.com/anthropic/paper-search-pro; vocab verify)"

) _ERIC_API = "https://api.ies.ed.gov/eric/" _SINOMED_SUGGEST = "https://www.sinomed.ac.cn/suggest.do"

_ERIC_API = "https://api.ies.ed.gov/eric/"

_SINOMED_SUGGEST = "https://www.sinomed.ac.cn/suggest.do"

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if sess is None:         import requests  # lazy         sess = requests.Session()

import requests  # lazy         sess = requests.Session()         sess.headers["User-Agent"] = _USER_AGENT

sess = requests.Session()

if sess is None:         import requests  # lazy         sess = requests.Session()

import requests  # lazy         sess = requests.Session()         sess.headers["User-Agent"] = _USER_AGENT

sess = requests.Session()

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"Journal quartiles are from SCImago Journal Rank (SJR), derived from Scopus "     "data. © SCImago. Free for non-commercial use with citation; see "     "https://www.scimagojr.com/legal-notice.php. SJR is NOT the Clarivate JCR "

"data. © SCImago. Free for non-commercial use with citation; see "     "https://www.scimagojr.com/legal-notice.php. SJR is NOT the Clarivate JCR "     "Impact Factor."

"https://www.scimagojr.com/legal-notice.php. SJR is NOT the Clarivate JCR "

SJR_DOWNLOAD_URL = "https://www.scimagojr.com/journalrank.php?out=xls&year={year}"

SJR_PORTAL_URL = "https://www.scimagojr.com"

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s = (identifier or "").strip()     low = s.lower()     for prefix in ("https://doi.org/", "http://doi.org/", "doi:"):

low = s.lower()     for prefix in ("https://doi.org/", "http://doi.org/", "doi:"):         if low.startswith(prefix):

for prefix in ("https://doi.org/", "http://doi.org/", "doi:"):

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# Strip a possible "https://doi.org/" prefix defensively

for prefix in ("https://doi.org/", "http://doi.org/", "doi.org/"):

return None     d = doi.strip().lower()     for prefix in ("https://doi.org/", "http://doi.org/", "doi.org/", "doi:"):

d = doi.strip().lower()     for prefix in ("https://doi.org/", "http://doi.org/", "doi.org/", "doi:"):         if d.startswith(prefix):

for prefix in ("https://doi.org/", "http://doi.org/", "doi.org/", "doi:"):

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_SS_GRAPH_URL = "https://api.semanticscholar.org/graph/v1"

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f"(HTTP {res.status_code}); continuing without a key. Renew "                 f"semantic_scholar_api_key in ~/.paper-search-pro/config.yaml "                 f"(https://www.semanticscholar.org/product/api#api-key-form).",

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f"(https://www.semanticscholar.org/product/api#api-key-form).",

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is_oa=bool(pdf_url) if pdf_url else None,         pdf_url=pdf_url,         doi_url=(f"https://doi.org/{_ss_doi_from_external_ids(ext)}"

pdf_url=pdf_url,         doi_url=(f"https://doi.org/{_ss_doi_from_external_ids(ext)}"                  if _ss_doi_from_external_ids(ext) else None),

doi_url=(f"https://doi.org/{_ss_doi_from_external_ids(ext)}"

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(or the chosen category's quartile). Data © SCImago (scimagojr.com),       non-commercial cited use — SCImago custom terms, NOT a Creative Commons /       CC BY-NC licence; attribution required.

non-commercial cited use — SCImago custom terms, NOT a Creative Commons /       CC BY-NC licence; attribution required.     - sjr_category_quartiles     : {category: "Qn"} — per-category SJR quartiles.

CC BY-NC licence; attribution required.

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Apache License                            Version 2.0, January 2004                         http://www.apache.org/licenses/

http://www.apache.org/licenses/

http://www.apache.org/licenses/LICENSE-2.0

This directory contains code and design patterns adapted from the [paper-qa](https://github.com/Future-House/paper-qa) project by FutureHouse

[paper-qa](https://github.com/Future-House/paper-qa) project by FutureHouse

- **Project**: paper-qa (also known as PaperQA / PaperQA2) - **Repository**: https://github.com/Future-House/paper-qa

- **Repository**: https://github.com/Future-House/paper-qa

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@retryable_api_call(provider="openalex")         def fetch_work(work_id: str) -> dict:             return httpx.get(f"https://api.openalex.org/works/{work_id}").raise_for_status().json()

return httpx.get(f"https://api.openalex.org/works/{work_id}").raise_for_status().json()

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Endpoint discipline (verified live 2026-07-12, no login / no signature):     POST https://www.yiigle.com/apiVue/search/searchList

POST https://www.yiigle.com/apiVue/search/searchList

_SEARCH_URL = "https://www.yiigle.com/apiVue/search/searchList"

return None     d = str(doi).strip()     for prefix in ("https://doi.org/", "http://doi.org/", "doi.org/", "doi:"):

d = str(doi).strip()     for prefix in ("https://doi.org/", "http://doi.org/", "doi.org/", "doi:"):         if d.lower().startswith(prefix):

for prefix in ("https://doi.org/", "http://doi.org/", "doi.org/", "doi:"):

type="article",         keywords=_extract_keywords(record),         doi_url=(f"https://doi.org/{doi}" if doi else None),

keywords=_extract_keywords(record),         doi_url=(f"https://doi.org/{doi}" if doi else None),         sources=["yiigle"],

doi_url=(f"https://doi.org/{doi}" if doi else None),

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{  "_fixture_note": "Real HTTP 403 body from anonymous GET https://api2.openreview.net/notes?content.venueid=ICLR.cc/2026/Conference&limit=5 (2026-10-01).",

"_fixture_note": "Real HTTP 403 body from anonymous GET https://api2.openreview.net/notes?content.venueid=ICLR.cc/2026/Conference&limit=5 (2026-10-01).",

"status": 403,   "details": {    "challengeUrl": "https://openreview.net/challenge?redirect=https%3A%2F%2Fapi2.openreview.net%2Fnotes%3Fcontent.venueid%3DICLR.cc%252F2026%252FConference%26limit%3D5",

"details": {    "challengeUrl": "https://openreview.net/challenge?redirect=https%3A%2F%2Fapi2.openreview.net%2Fnotes%3Fcontent.venueid%3DICLR.cc%252F2026%252FConference%26limit%3D5",    "reqId": "2026-09-30-10246308"

"challengeUrl": "https://openreview.net/challenge?redirect=https%3A%2F%2Fapi2.openreview.net%2Fnotes%3Fcontent.venueid%3DICLR.cc%252F2026%252FConference%26limit%3D5",

{  "_fixture_note": "Real notes from anonymous GET https://api2.openreview.net/notes/search (2026-10-01), re-grouped into one page and trimmed: only the fields openreview_helper reads are kept, abstracts cut to 300 characters. Values are ot

"_fixture_note": "Real notes from anonymous GET https://api2.openreview.net/notes/search (2026-10-01), re-grouped into one page and trimmed: only the fields openreview_helper reads are kept, abstracts cut to 300 characters. Values are other

},     "pdf": {      "value": "https://proceedings.neurips.cc/paper_files/paper/2024/file/00d80722b756de0166523a87805dd00f-Paper-Conference.pdf"

"pdf": {      "value": "https://proceedings.neurips.cc/paper_files/paper/2024/file/00d80722b756de0166523a87805dd00f-Paper-Conference.pdf"     }

"value": "https://proceedings.neurips.cc/paper_files/paper/2024/file/00d80722b756de0166523a87805dd00f-Paper-Conference.pdf"

},     "pdf": {      "value": "https://arxiv.org/pdf/2510.04365v1"

"pdf": {      "value": "https://arxiv.org/pdf/2510.04365v1"     }

"value": "https://arxiv.org/pdf/2510.04365v1"

},     "pdf": {      "value": "http://arxiv.org/pdf/2505.18456v1"

"pdf": {      "value": "http://arxiv.org/pdf/2505.18456v1"     }

"value": "http://arxiv.org/pdf/2505.18456v1"

{  "_fixture_note": "Real notes from anonymous GET https://api2.openreview.net/notes/search (2026-10-01), re-grouped into one page and trimmed: only the fields openreview_helper reads are kept, abstracts cut to 300 characters. Values are ot

"_fixture_note": "Real notes from anonymous GET https://api2.openreview.net/notes/search (2026-10-01), re-grouped into one page and trimmed: only the fields openreview_helper reads are kept, abstracts cut to 300 characters. Values are other

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assert extract_arxiv_id("http://arxiv.org/abs/1706.03762v5") == "1706.03762"

assert extract_arxiv_id("https://arxiv.org/abs/2605.21489") == "2605.21489"

assert extract_arxiv_id("https://arxiv.org/pdf/1706.03762v7") == "1706.03762"

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monkeypatch.setattr(axh.arxiv, "Client", _ArxivClient)     axh._client()._session.get("http://x", headers={})

axh._client()._session.get("http://x", headers={})

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"license": [         {             "URL": "http://www.nejmgroup.org/legal/terms-of-use.htm",

{             "URL": "http://www.nejmgroup.org/legal/terms-of-use.htm",             "content-version": "vor",

"URL": "http://www.nejmgroup.org/legal/terms-of-use.htm",

"funder": [{"name": "NIH", "DOI": "10.13039/100000002", "award": ["R01-12345"]}],     "license": [         {"URL": "https://creativecommons.org/licenses/by/4.0/",

"license": [         {"URL": "https://creativecommons.org/licenses/by/4.0/",          "content-version": "vor", "delay-in-days": 365}

{"URL": "https://creativecommons.org/licenses/by/4.0/",

self.assertEqual(lic["URL"], "http://www.nejmgroup.org/legal/terms-of-use.htm")

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"tldr": {"model": "tldr@v2.0.0", "text": "TLDR A1"},         "citationCount": 44, "influentialCitationCount": 7,         "openAccessPdf": {"url": "https://x/a1.pdf"}, "venue": "Journal A",

"citationCount": 44, "influentialCitationCount": 7,         "openAccessPdf": {"url": "https://x/a1.pdf"}, "venue": "Journal A",         "publicationVenue": {"id": "v1", "name": "Journal A", "issn": "1111-1111",

"openAccessPdf": {"url": "https://x/a1.pdf"}, "venue": "Journal A",

"abstract": None, "sources": ["openalex"], "rcs": 8, "authors": [{"name": "Alice"}],      "venue": "J A", "issn": "1111-1111"},     {"doi": "https://doi.org/10.1000/b2", "title": "Has abstract — 中文标题",

"venue": "J A", "issn": "1111-1111"},     {"doi": "https://doi.org/10.1000/b2", "title": "Has abstract — 中文标题",      "citation_count": 10, "abstract": "OA abstract", "sources": ["openalex"], "rcs": 6},

{"doi": "https://doi.org/10.1000/b2", "title": "Has abstract — 中文标题",

"DOI": "10.1056/nejmoa2034577",         "funder": [{"name": "BioNTech and Pfizer", "DOI": "10.13039/100004319", "award": []}],         "license": [{"URL": "http://www.nejmgroup.org/legal/terms-of-use.htm",

"funder": [{"name": "BioNTech and Pfizer", "DOI": "10.13039/100004319", "award": []}],         "license": [{"URL": "http://www.nejmgroup.org/legal/terms-of-use.htm",                      "content-version": "vor", "delay-in-days": 0}],

"license": [{"URL": "http://www.nejmgroup.org/legal/terms-of-use.htm",

"DOI": "10.1234/trial",         "funder": [{"name": "NIH", "DOI": "10.13039/100000002", "award": ["R01-12345"]}],         "license": [{"URL": "https://creativecommons.org/licenses/by/4.0/",

"funder": [{"name": "NIH", "DOI": "10.13039/100000002", "award": ["R01-12345"]}],         "license": [{"URL": "https://creativecommons.org/licenses/by/4.0/",                      "content-version": "vor", "delay-in-days": 365}],

"license": [{"URL": "https://creativecommons.org/licenses/by/4.0/",

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def fetch(doi):

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assert normalize_doi("https://doi.org/10.1038/X") == "10.1038/x"

assert normalize_arxiv_id("https://arxiv.org/abs/2401.12345v2") == "2401.12345"

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"""Fetch (fake session) into cache then load — the realistic round-trip."""

sess = _full_session()     jr.fetch(cache_dir=cache_dir, session=sess)

jr.fetch(cache_dir=cache_dir, session=sess)

with tempfile.TemporaryDirectory() as td:         sess1 = _full_session()         jr.fetch(cache_dir=Path(td), session=sess1)

sess1 = _full_session()         jr.fetch(cache_dir=Path(td), session=sess1)         assert len(sess1.calls) == 3  # first time: all three fetched

jr.fetch(cache_dir=Path(td), session=sess1)

sess2 = _full_session()         res = jr.fetch(cache_dir=Path(td), session=sess2)

res = jr.fetch(cache_dir=Path(td), session=sess2)

def test_fetch_force_refetches():     with tempfile.TemporaryDirectory() as td:         jr.fetch(cache_dir=Path(td), session=_full_session())

with tempfile.TemporaryDirectory() as td:         jr.fetch(cache_dir=Path(td), session=_full_session())         sess = _full_session()

jr.fetch(cache_dir=Path(td), session=_full_session())

sess = _full_session()         jr.fetch(cache_dir=Path(td), session=sess, force=True)         assert len(sess.calls) == 3  # force overrides init-once

jr.fetch(cache_dir=Path(td), session=sess, force=True)

with tempfile.TemporaryDirectory() as td:         td = Path(td)         jr.fetch(cache_dir=td, session=_full_session())

jr.fetch(cache_dir=td, session=_full_session())

os.utime(p, (old, old))         sess = _full_session()         jr.fetch(cache_dir=td, session=sess, stale_days=365)

sess = _full_session()         jr.fetch(cache_dir=td, session=sess, stale_days=365)         assert len(sess.calls) == 3  # stale -> re-fetched

jr.fetch(cache_dir=td, session=sess, stale_days=365)

with tempfile.TemporaryDirectory() as td:         sess = _full_session()         res = jr.fetch(platform="sjr", cache_dir=Path(td), session=sess)

sess = _full_session()         res = jr.fetch(platform="sjr", cache_dir=Path(td), session=sess)         assert list(res.keys()) == ["sjr"]

res = jr.fetch(platform="sjr", cache_dir=Path(td), session=sess)

"FQBJCR": _FakeResp(404, b""),         })         res = jr.fetch(cache_dir=Path(td), session=sess)

})         res = jr.fetch(cache_dir=Path(td), session=sess)         assert res["cas"] is None          # degraded, no crash

res = jr.fetch(cache_dir=Path(td), session=sess)

"scimagojr": _FakeResp(200, _SJR_CSV.encode("utf-8")),         }, raise_on={"FQBJCR"})         res = jr.fetch(cache_dir=Path(td), session=sess)

}, raise_on={"FQBJCR"})         res = jr.fetch(cache_dir=Path(td), session=sess)         assert res["cas"] is None  # RequestException swallowed

res = jr.fetch(cache_dir=Path(td), session=sess)

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e = nssd_helper._row_to_entity(ROW_WITH_DOI)     assert e.doi == "10.12677/ap.2021.114099"  # lowercased     assert e.doi_url == "https://doi.org/10.12677/ap.2021.114099"

assert e.doi == "10.12677/ap.2021.114099"  # lowercased     assert e.doi_url == "https://doi.org/10.12677/ap.2021.114099"     assert e.paper_id == "10.12677/ap.2021.114099"  # DOI outranks native id

assert e.doi_url == "https://doi.org/10.12677/ap.2021.114099"

"issn": "1234-5678",     "years": "2022",     "doi": "https://doi.org/10.1234/ABC.2022",

"years": "2022",     "doi": "https://doi.org/10.1234/ABC.2022",     "type": "中文期刊文章",

"doi": "https://doi.org/10.1234/ABC.2022",

f = nssd_helper._normalize_doi     assert f("10.1234/ABC") == "10.1234/abc"     assert f("https://doi.org/10.1/x") == "10.1/x"

assert f("10.1234/ABC") == "10.1234/abc"     assert f("https://doi.org/10.1/x") == "10.1/x"     assert f("http://doi.org/10.1/x") == "10.1/x"

assert f("https://doi.org/10.1/x") == "10.1/x"

assert f("http://doi.org/10.1/x") == "10.1/x"

e = nssd_helper._row_to_entity(ROW_DOI_URL)     assert e.doi == "10.1234/abc.2022"  # URL prefix stripped + lowercased     assert e.doi_url == "https://doi.org/10.1234/abc.2022"

assert e.doi == "10.1234/abc.2022"  # URL prefix stripped + lowercased     assert e.doi_url == "https://doi.org/10.1234/abc.2022"     assert e.paper_id == "10.1234/abc.2022"  # DOI outranks native id

assert e.doi_url == "https://doi.org/10.1234/abc.2022"

# The live-verified two-concept target (A3 D-row, total≈519). This is the exact # string the reproducible curl in A3_nssd_verification.md §附 posts.

# string the reproducible curl in A3_nssd_verification.md §附 posts.

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res.headers.update(headers or {})     res._content = body     res.url = "https://api.openalex.org/works?search=x"

res._content = body     res.url = "https://api.openalex.org/works?search=x"     res.reason = "Too Many Requests" if status == 429 else "Error"

res.url = "https://api.openalex.org/works?search=x"     res.reason = "Too Many Requests" if status == 429 else "Error"     return res

def _http_error(status, headers=None):     return requests.HTTPError(response=_response(status, headers))

return requests.HTTPError(response=_response(status, headers))

def test_connection_error_becomes_unavailable():     fn, _ = _raiser(requests.ConnectionError("down"), requests.ConnectionError("down"))

fn, _ = _raiser(requests.ConnectionError("down"), requests.ConnectionError("down"))

def get(self, per_page, page):         if page == 1:             return [{"id": "https://openalex.org/W1", "doi": "https://doi.org/10.1/a",

if page == 1:             return [{"id": "https://openalex.org/W1", "doi": "https://doi.org/10.1/a",                      "title": "Kept", "display_name": "Kept", "publication_year": 2020}]

return [{"id": "https://openalex.org/W1", "doi": "https://doi.org/10.1/a",

monkeypatch.setattr(oah, "get_work", _exhausted)     monkeypatch.setattr(ss_helper, "get_paper", lambda doi: _paper(doi))     out, err, code = _run_cli(monkeypatch, ["get", "https://doi.org/10.5/x"])

monkeypatch.setattr(ss_helper, "get_paper", lambda doi: _paper(doi))     out, err, code = _run_cli(monkeypatch, ["get", "https://doi.org/10.5/x"])     assert code == 0 and json.loads(out)["doi"] == "10.5/x"

out, err, code = _run_cli(monkeypatch, ["get", "https://doi.org/10.5/x"])

[Credential-related source omitted]

[Credential-related source omitted]

[Credential-related source omitted]

def fetch(query, total_papers, sort, year_min=None, year_max=None, date_from=None, date_to=None, title_abstract_only=False):

Executable file

assert _strip_oa_prefix("https://openalex.org/W3011865677") == "W3011865677"

assert _strip_oa_prefix("W3011865677") == "W3011865677"     assert _strip_oa_prefix(None) is None     assert _strip_doi_prefix("https://doi.org/10.2307/1914185") == "10.2307/1914185"

assert _strip_oa_prefix(None) is None     assert _strip_doi_prefix("https://doi.org/10.2307/1914185") == "10.2307/1914185"     assert _strip_doi_prefix("10.2307/1914185") == "10.2307/1914185"

assert _strip_doi_prefix("https://doi.org/10.2307/1914185") == "10.2307/1914185"

work = {         "id": "https://openalex.org/W1",