# From Gut Feel to Juror Science: How Data Quality Decides Plaintiff Outcomes Page: https://stenobird.com/podcast/science-of-justice-6578676/from-gut-feel-to-juror-science-how-data-quality-decides-plaintiff-outcomes Text version: https://stenobird.com/podcast/science-of-justice-6578676/from-gut-feel-to-juror-science-how-data-quality-decides-plaintiff-outcomes.md Podcast: [Science of Justice](https://stenobird.com/podcast/science-of-justice-6578676) Published: 2025-10-16T03:00:00+00:00 Episode link: https://www.buzzsprout.com/2235471/episodes/18020389-from-gut-feel-to-juror-science-how-data-quality-decides-plaintiff-outcomes.mp3 Audio file: https://www.buzzsprout.com/2235471/episodes/18020389-from-gut-feel-to-juror-science-how-data-quality-decides-plaintiff-outcomes.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/science-of-justice-6578676/episodes/from-gut-feel-to-juror-science-how-data-quality-decides-plaintiff-outcomes Duration seconds: 2152 ## Resource Send us Fan Mail We argue that pretrial research only works when the data is venue-specific, scientifically vetted, and integrated end-to-end. We show how bad samples lead to undervaluing or overestimating cases, and how psychometrics, experimental design, and hyperlocal platforms sharpen strategy and jury selection. • stakes of pretrial data quality for plaintiffs • two core risks of flawed research undervaluing and overconfidence • seven common mistakes in focus groups and simulations • ve... ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/science-of-justice-6578676/episodes/from-gut-feel-to-juror-science-how-data-quality-decides-plaintiff-outcomes/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/science-of-justice-6578676/from-gut-feel-to-juror-science-how-data-quality-decides-plaintiff-outcomes.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.