Projects

SABICHAO

Connecting scientific claims to their sources

SABICHAO is a research tool I’m developing to help researchers explore scientific papers through the claims they make and the sources they cite. It organizes PDFs into structured, searchable content while preserving sections, paragraphs, figures, tables, and source locations.

At its core are citances: the passages where authors refer to previous research. SABICHAO identifies these passages, matches their citation markers to bibliography entries, and produces reports for human review. The current prototype also connects to local Zotero collections and reconciles reference information with scholarly databases.

The longer-term goal is to use each citance as a starting point for discovering related literature, helping researchers examine how evidence supports, qualifies, or challenges a claim while keeping every connection traceable to its source.

What is a citance?

A citance is a sentence or short passage that refers to another publication. It preserves the context in which a source is cited: what the authors say about it and how they use it in their argument.

These fictional examples illustrate different uses:

  • Reporting evidence: “Previous studies found that early environmental conditions influence later development [12,13].”
  • Using a method: “We analyzed the interviews using the framework proposed by Smith et al. (2021).”
  • Challenging a finding: “Unlike the results reported by Lee et al. (2020), we observed no difference between groups.”

In the first example, [12,13] is the citation marker; the full sentence is the citance. The corresponding bibliography entries identify the cited publications. SABICHAO connects these elements so researchers can follow a statement back to its sources.

Total Presence Research Engine

Mapping Health Science in Public Conversation

How are ideas about early-life experiences and lifelong health discussed outside academic research?

I developed Total Presence Research Engine to help researchers explore that question. The platform collects scientific abstracts, news articles, and YouTube transcripts, identifies relevant passages, and organizes them into interactive maps and research briefs.

The current pilot focuses on early-life conditions, childhood adversity, and later metabolic and mental health. Every observation links back to its source, making it easier to inspect the evidence, question an AI interpretation, and identify topics for further research or science communication.

Total Presence pilot public cue map showing component overlap, sampling details, and a list of news and video sources.
Public cue map from the Total Presence pilot. Open the screenshot at full size.