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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.

Three analysis types, one research memory

Academic trust you can inspect.Real engines · Traceable evidence · Author-controlled output
COMPUTEDReal analysis engines
GROUNDEDEvery finding links to evidence
REPRODUCIBLESealed methods and runs
EDITABLEThe article draft stays yours

Three analysis types, one research memory

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 · LeidenSTATUSexampleTS2026-06-14 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-wordSTATUSexampleTS2026-06-14 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)STATUSexampleTS2026-06-14 14:08 UTC

Each card is an illustrative example of an engine output, shown small: a tri-colour identity keyline, the output kind, the figure, and a specimen footer under it. The corpus and figures are a representative sample, not a live run. 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

Analysis Types
Co-citation network · Leiden · 3 communities

The intellectual structure, as a living network

Co-citation links resolve the literature into research communities, with the bridge publications that connect them highlighted. Hover a node to focus its neighbourhood; drag, scroll or use the controls to explore.

Co-citation network · Leiden · 3 communities
Rudel R.Vandenberg L.Gore A.Zoeller R.Crump K.Bibliometric pointsThematic clusteringMeta-analysis layer
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 v1.2STATUSexampleTS2026-06-14 14:08 UTC
Start an analysisopens the guided workspace — data to defensible result

Illustrative walkthrough — the corpus, figures and provenance strip are a representative example of a real run, not live results.

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.