# Recent AI and Machine Learning Preprints Finder

**Use case:** 

Retrieve recent preprints on AI and machine learning. Get organized metadata from arXiv, OpenAlex, and Crossref for your research.

## Input

```json
{
  "examplePrompt": "Find recent AI and machine-learning preprints about sparse transformers.",
  "crossrefMailto": "***",
  "runMode": "task_example",
  "query": "recent AI machine learning preprints sparse transformers",
  "sources": [
    "arxiv",
    "openalex",
    "crossref"
  ],
  "maxResults": 10,
  "fromYear": 2025,
  "sortBy": "publication_date",
  "openAccessOnly": false,
  "includePreprints": true,
  "includeAbstracts": true
}
```

## Output

```json
{
  "title": {
    "label": "Title",
    "format": "string"
  },
  "doi": {
    "label": "DOI",
    "format": "string"
  },
  "publicationYear": {
    "label": "Year",
    "format": "integer"
  },
  "venue.name": {
    "label": "Venue",
    "format": "text"
  },
  "workType": {
    "label": "Type",
    "format": "string"
  },
  "openAccess.isOpenAccess": {
    "label": "Open access",
    "format": "boolean"
  },
  "metrics.citedByCount": {
    "label": "Citations",
    "format": "number"
  },
  "scores.evidenceScore": {
    "label": "Evidence score",
    "format": "number"
  },
  "scores.relevanceScore": {
    "label": "Relevance",
    "format": "number"
  }
}
```

## About this Actor

This example demonstrates how to use [Open Science Evidence Finder](https://apify.com/mrbridge/open-science-evidence-finder) with a specific input configuration. Visit the [Actor detail page](https://apify.com/mrbridge/open-science-evidence-finder) to learn more, explore other use cases, and run it yourself.