SciX Visualization Demos
Seven lenses on the 32.4-million-paper corpus.
Temporal Community Flow
Sankey diagram of how papers move between semantic communities across decades. Hover a node to isolate its incident flows.
V3UMAP Embedding Browser
2-D projection of 100,000 INDUS-embedded papers, coloured by coarse community. Pan, zoom, and click a legend swatch to isolate a community.
V4Agent Trace Replay
A recorded replay of two real MCP runs — a single hybrid search and a 10-step lit-review pipeline. Each tool call narrates in order with its params, latency, and the papers it touched.
V5Research Topology
20×20 citation heatmap derived from 297.9M citation edges. Reveals which communities cite which — three modes: raw counts, row-normalized, and citation lift.
V6Citation Ego Network
Force-directed citation neighborhoods of a few high-PageRank hub papers — refs, cites, and 2-hop nodes, coloured by community. Drag to rearrange; pick a featured paper to re-center.
V11Full-Text Section Coverage
What's inside the 14.9M full-text papers — which canonical section roles (background, method, result, conclusion) are populated, and how full-text coverage has grown by decade across the 32.4M corpus.
V12Entity Source Provenance
Where the 19M-entity graph comes from — GLiNER auto-extraction vs curated authorities (SSODNet, ASCL, VizieR) — and how trustworthy each source is, by the dbl.3 precision band an agent sees on the MCP tool.