Select or create a project to begin
Research Twin
Conversational AI seeded from your publications — your evolving research persona. Switch between General (open companion) and Project (deep on the current project).
Your Research Digital Twin
Discuss your research, challenge ideas, explore connections. Every insight is captured and fed into your knowledge graph.
Observations extracted
Problem Definition
Collaborative workspace — describe your project and the Quad shapes it with you
Quad Collaborative Session
Describe your research or upload a document — the Quad teaches methodology while shaping your problem definition
QUAD
Welcome! I'm The Quad — a panel of research methodology specialists. Tell me about your research project. What topic are you investigating and why does it matter to you? As you describe it, I'll help shape your problem definition, aim, objectives, questions, and hypotheses.
Select a project to see the problem definition
Affects how human reading responses are weighted in the adjudication formula.
Analytics
Click Refresh to analyse
Literature Review Framework
Analytical instrument for exposing gaps, tensions, and coverage in the literature
Framework Tools
Top-Down Analysis
Extract from Document
Discover from Literature
Quad Chat
QUAD
I can help you design your thematic framework. Tell me about your themes, or upload a document describing your framework.
Quad LLM Evaluation
Research Context
Select a project to see research context
Project Dashboard
Project at a glance — milestones, AI-usage tracking, contribution summary. Start here when you return to a project.
Select a project to see the dashboard
Literature Review Dashboard
End-state of the lit review — theme density, screening counts, PRISMA flow. The export-to-thesis-appendix view.
Primary Theme Density
Primary Saturation
Exploratory Theme Frequency
Coverage Summary
AI Confidence by Theme (consolidated across runs)
AI Suggestion Status
Digital Twin
Twin Accuracy (Delta)
Emergent Themes (Not Yet Promoted)
Run AI reviews first to discover emergent themes
Thematic Matrix
Tick papers against themes — the data-extraction step. Sub-themes emerge as you work; toggle Primary / Secondary / Emergent / All.
Paper Collection
Canonical store of included papers — read, annotate, mark compulsory readings. Promoted from PRISMA; manual import via BibTeX/RIS/EndNote or PDF upload.
Select a paper to view details
Reading Questionnaire
My Publications
Manage, enrich, dedup, export, read — and discuss with the Research Twin (right sidebar) while you read.
Select a publication to read
PDF-uploaded entries open inline; BibTeX-only entries show metadata + DOI link.
No PDF uploaded for this publication.
Use Upload PDF above to attach the original file, or follow the DOI / OpenAlex link in the metadata panel to read it on the publisher's site.
Discussing
Open a publication and ask the twin (or the Quad).
Pick up dropped threads, surface commercialisation ideas, connect to other work.
AI Review Panel
Per-theme Quad suggestions you accept or reject. The Quad proposes; you decide. Every decision is logged for the AI-usage report.
Saved Reviews
No reviews yet
Knowledge Graph
Themes, papers and their inferred relationships — co-occurrences, contradictions, gaps. Built from your screening and matrix decisions.
Graph Stats
Seed the graph to begin
Research Gaps
Due for Review (Decay)
Knowledge Graph
Add Theme Dependency
Record Contradiction
Twin Knowledge Graph
Your Research Twin's brain — every theme, source, finding, and connection across all your projects + publications. Project KGs are slices of this; the Twin view is the union.
Brain Stats
Click Refresh to load
Domains
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Status Mix
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Twin Brain Graph
LR Writing Workspace
Design Mode (Writeup Design methodology) → Writing Mode (direct drafting). Private by default — never extract.
Pick a document from the tree, or create one.
Editor coming in Phase 1 — CodeMirror 6 source + live preview, KaTeX, Mermaid, citations.
The Quad Co-Pilot
4 Specialists + Senior Consensus · Grounded in Context
Loading research problem definition…
Active doc: (untitled)
Sovereign Digital Twin
Your Knowledge Graph, Publications & Epistemology
Problem definition · read-only · edit in Problem tab
Select a project to see its context here.
Open a plan doc → click Refresh
Open a plan document and click the refresh icon to compute the reading guide here.
Pick a report kind, scope, and target above.
Analytics
Primary-theme analytics: rows (papers), columns (themes), and consolidated LR synthesis.
Completeness
Report engagement
Rows — Papers in review
Columns — Primary themes
Consolidated — Literature Review project-wide
Completeness (secondary)
Report engagement
Rows — Papers in review (evaluated on secondary themes)
Columns — Secondary themes
Consolidated — Secondary-theme LR synthesis
Completeness
Report engagement
Columns — Emergent themes
Consolidated — Discoveries across this project
Methodology — Overview
Project-wide research approach: paradigm, strategy, methods, justification. One Markdown document per project; saves automatically. The Quad reads it as canonical context.
Select a project to begin.
Experiment Design
Per-project experiments with 7-phase lifecycle, artefacts, preregistration, Quad critiques, risk register, audit trail.
Select an experiment from the list,
or create a new one to begin designing.
7-Phase Lifecycle
grey · in-progress · complete · skippedEthics Application
Loading...Institutional ethics approval assistant — powered by the Gated Application substrate & Lethe privacy membrane.
Level 2: Section Drafting from Research Protocol
New Ethics Application
New Artefact
Add Review
Phase Status
Gate Event Audit Trail
Tamper-evident SHA-256 chain of every locked event for this experiment. Each event's hash binds the previous hash + the event payload + the event id. Any post-hoc edit to a payload breaks the chain from that point onward.
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Verify Registry Hash
Public verification — paste a content hash to check whether it has been registered, where in the chain it sits, and whether the chain up to that point is still intact. No login required to verify; the verification endpoint is read-only.
Registration Detail
Lock Preregistration
This action cannot be undone. Once locked, the preregistration becomes immutable and a tamper-evident hash is recorded in the audit chain. The Internal Registry will record this experiment's content hash.
Type the experiment title below to confirm:
Title does not match.
New Experiment
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Eidolon Management
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PRISMA Workspace
Structured Literature Search & Collection · — no project active —Project-wide search strategies
Quad-driven shortcuts that cover the whole project at once. The multi-theme strategy combines primary AND secondary themes because a project-level LR collection must span both scopes.
Problem-based
Coverage Analyst reads your problem statement + research questions and proposes one Boolean query. Best for scoping reviews where breadth matters. 1 ai_runs unit · ~30-60 s.
Multi-theme parallel
One query per framework theme (primary + secondary), all harvested concurrently, then cross-theme dedup. Best for full systematic reviews. 1 ai_runs/theme · runs in background.
1. Generate query
The Quad's Coverage Analyst proposes a Boolean query for your selected theme, with synonym OR-groups and a year filter. Read the explanation — that's the learning moment.
2. Harvest from a provider
3. Search history
Quad vs researcher — inter-rater agreement
Strict-match agreement and Cohen's κ (chance-corrected). Quote in your LR methods section.
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OpenAlex API key
OpenAlex requires an API key for every request. You can use Eidolon's pooled quota or your own key.
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Review harvest before screening
These records are staged — they don't enter the workflow until you approve them. Approve per theme, or reject the whole batch.
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Multi-theme parallel search — preflight
Review what will happen before launching. The job runs in the background; you can keep working.
Computing preflight…