Datasets:
ArXiv:
License:
| { | |
| "summary": { | |
| "query": "maths science and friction", | |
| "total_papers": 20, | |
| "unique_sources": 2, | |
| "year_range": { | |
| "min": 2023, | |
| "max": 2025 | |
| }, | |
| "citation_summary": { | |
| "total": 9, | |
| "average": 3.0 | |
| }, | |
| "top_source": "semantic_scholar", | |
| "papers_with_pdf": 18, | |
| "papers_with_doi": 10, | |
| "processing_steps": 2 | |
| }, | |
| "insights": [ | |
| { | |
| "type": "trend", | |
| "title": "Publication Trend", | |
| "message": "Most papers (11) are from 2025", | |
| "data": { | |
| "year": 2025, | |
| "count": 11 | |
| } | |
| }, | |
| { | |
| "type": "source", | |
| "title": "Primary Source", | |
| "message": "semantic_scholar contributes 10 papers (50%)", | |
| "data": { | |
| "source": "semantic_scholar", | |
| "count": 10 | |
| } | |
| }, | |
| { | |
| "type": "author", | |
| "title": "Prolific Author", | |
| "message": "Advances in Materials Science and Engineering has 7 papers in this collection", | |
| "data": { | |
| "author": "Advances in Materials Science and Engineering", | |
| "count": 7 | |
| } | |
| }, | |
| { | |
| "type": "citation", | |
| "title": "Most Cited Paper", | |
| "message": "\"Friction by Machine: How to Slow Down Reasoning with Computational Methods...\" has 7 citations", | |
| "data": { | |
| "title": "Friction by Machine: How to Slow Down Reasoning with Computational Methods", | |
| "citations": 7 | |
| } | |
| }, | |
| { | |
| "type": "keywords", | |
| "title": "Hot Topics", | |
| "message": "Top keywords: friction, retracted, stir, welding, optimization", | |
| "data": { | |
| "keywords": { | |
| "friction": 9, | |
| "retracted": 7, | |
| "stir": 7, | |
| "welding": 6, | |
| "optimization": 4 | |
| } | |
| } | |
| }, | |
| { | |
| "type": "availability", | |
| "title": "Open Access", | |
| "message": "18/20 papers (90%) have direct PDF links", | |
| "data": { | |
| "with_pdf": 18, | |
| "total": 20 | |
| } | |
| } | |
| ], | |
| "key_findings": [ | |
| "Found 20 papers related to 'maths science and friction'", | |
| "Papers collected from 2 sources: semantic_scholar, arxiv", | |
| "Publication years range from 2023 to 2025", | |
| "Total citations: 9, Average: 3", | |
| "Leading researchers: Advances in Materials Science and Engineering, E. Nordhagen, H. A. Sveinsson" | |
| ], | |
| "metadata": { | |
| "query": "maths science and friction", | |
| "total_steps": 2, | |
| "last_updated": "2026-01-02T02:29:08.896777", | |
| "started_at": "2026-01-02T02:28:16.723278", | |
| "total_papers": 20 | |
| } | |
| } |