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LacunaMind
Research Intelligence Engine

Read the literature, turn the gap into defensible evidence.

Lacuna unites the bibliometric universe, the thematic meaning map and meta-analytic evidence in one audited research flow. The point is not to make charts — it is to show where research should be built, with what evidence it is defended, and with what decision trail it is published.

Co-citation network · Leiden · 3 communities
Rudel R.Vandenberg L.Gore A.Zoeller R.Crump K.Bibliometric pointsThematic clusteringMeta-analysis layer
Three analysis types, one research memory

Lacuna shows the logic of the research universe, not just routine analyses.

The product is not a tool; it is an evidence architecture that can become a paper.

Bibliometricnetwork

Who grows the field, along which axes?

Turns citation, co-authorship, keyword and temporal flows into a research map.

RUN9B1C-44E0CORPUSBPA & endocrine · 1,284METHODbiblio · LeidenSTATUSverifiedTS2026-06-14 14:08 UTC
Thematicstrategic map

What does the literature say — and what does it not?

ExposureBiomarkersPolicyMethods

Does not just list themes; it surfaces conceptual proximity, repetition and zones of silence.

RUN9B1C-44E0CORPUSBPA & endocrine · 1,284METHODthematic · co-wordSTATUSverifiedTS2026-06-14 14:08 UTC
Metaforest

How strong is the evidence, how defensible the decision?

Okafor 2016Yamamoto 2019Petrova 2021Ishikawa 20240.20.51.02.0Pooled

Takes meta-analysis out of a calculator output and binds it to a decision trail: choice, assumption, heterogeneity and provenance.

RUN9B1C-44E0CORPUSBPA & endocrine · 14 studiesMETHODmeta · random-effects (DL)STATUSverifiedTS2026-06-14 14:08 UTC

Each card is a real engine output, shown small: a tri-colour identity keyline, the output kind, the figure, and a specimen footer under it. Engine colours (navy · jade · orange) live only in the chrome — every data mark stays in the colour-blind-safe palette.

Intellectual Structure · Social Structure · Co-word Analysis & Thematic Map · Topic Modeling (LDA / NMF) · Network Meta-Analysis · Dose–Response Meta-Analysis

Workflow

One question should remain in the user's mind: where should my study be built?

1

The data universe is built

Records from sources like Scopus, WoS and Scholar are cleaned, versioned and turned into an analysable research corpus.

Bisphenol-A & endocrine outcomes
Cohort and case-control studies on BPA exposure and reproductive risk.
1,284 records · 2004–2025 · PubMed + Scopus (RIS)
RUN9B1C-44E0CORPUSBPA & endocrine · 1,284 recordsMETHODingest · RIS parser v1.2STATUSverifiedTS2026-06-14 14:08 UTC
Start an analysisopens the guided workspace — data to defensible result
Workflow

One question should remain in the user's mind: where should my study be built?

So the page shows not a crowd of features but a calm, institutional analysis contract.

1

The data universe is built

Records from sources like Scopus, WoS and Scholar are cleaned, versioned and turned into an analysable research corpus.

2

Three lenses look at the same universe

BibliometricThematicMeta
3

A candidate gap is chosen with its reasoning

Lacuna does not assert a gap; it marks it by the surrounding publication density, thematic silence and evidence weakness.

4

It becomes a publishable report

Every table, figure and decision is sealed with its source, version, method and selection rationale.

Platform philosophy

Any analysis can be run; only a defensible analysis gets published.

Lacuna's premium feel does not come from ornament. Every screen carries an academic audit layer that answers the question: how did you reach this result?

LACUNAlcn-2026-0612-r41 · frame v2 · D-017

Higgins & Thompson (2002) — I² heterogeneity

Random-effects model selected because I² = 62% → the studies-differ assumption holds.

Representative seal — every Lacuna output carries one.

  • 01

    Evidence aesthetics

    Colour and graphics are not decor; they carry methodological status. Bronze is the gap, deep navy is evidence, teal is the analytic-discovery signal.

  • 02

    Decision ledger

    Model selection, filtering, exclusion and reporting choices remain as a record you can defend later.

  • 03

    Publication discipline

    Each output is not a screenshot; it is a portable academic object carrying provenance, version, source and method context.

  • 04

    Ecosystem bond

    ScholarGate is the learning layer, PaperMind the topic-finding layer, Lacuna the evidence-building layer. Not one product — a family that is an academic operating system.

What the page proves

An institutional intelligence layer, not a landing page.

  • 3analysis engines, one flow
  • 26methods, each versioned
  • everynumber provenance-stamped
  • citedrule-based verdicts
  • zerohallucination