{
  "id": 994325,
  "title": "PAMalytics: a no-code application for structured validation of bioacoustic detections",
  "url": "https://urgent.news/2026/08/15/pamalytics-a-no-code-application-for-structured-validation-of",
  "topic": "science",
  "section": "Science",
  "published": "2026-08-15T00:00:00.000Z",
  "source": {
    "name": "bioRxiv",
    "slug": "biorxiv",
    "url": "https://www.biorxiv.org/content/10.64898/2026.08.14.744822v1?rss=1"
  },
  "original_language": "en",
  "account": null,
  "summary": "1. Passive acoustic monitoring (PAM) is increasingly used for ecological research, biodiversity monitoring, assessment, and reporting. Automated species classifiers make it feasible to process large audio datasets but generate numerous detections that often need validation before use in downstream analyses or formal outputs. 2. Method development in PAM has focused on classifier building and…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}