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Funder Network
ASecurityBuild the bipartite funder↔paper analytics — per-funder paper/A-grade/mean-grade rollup, mean CD-index + novelty bias, and co-funding clusters. Runs via `aiwg corpus funder-network`.
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- Added September 21, 2026
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[](https://www.skillsdirectory.com/skills/jmagly-funder-network-8aafc94b)---
namespace: aiwg
platforms: [all]
name: funder-network
description: Build the bipartite funder↔paper analytics — per-funder paper/A-grade/mean-grade rollup, mean CD-index + novelty bias, and co-funding clusters. Runs via `aiwg corpus funder-network`.
commandHint:
argumentHint: "[--scan-acks] [--out PATH]"
allowedTools: Read, Bash
model: haiku
category: research-analytics
modelRole: efficiency
modelTier: economy
---
# Funder Network
Per-funder analytics over the funder↔paper bipartite graph (funder linkage comes
from each REF's `funders[]`). Complements the `by-funder` view (#1492).
## How to run
```bash
aiwg corpus funder-network # funder table + co-funded papers to stdout
aiwg corpus funder-network --out indices/funder-network.md
aiwg corpus funder-network --scan-acks # also scan REF acknowledgement text (uses funder-aliases.yaml)
```
Per funder (PROF-F / PROF-O): paper count, A-grade count, mean grade, **mean
CD-index** + **novelty bias** (vs the corpus novelty baseline — below/at/above),
reusing the #1501 CD-index. Plus **co-funding clusters** (papers with ≥2 funders).
- Funder linkage is read from citation-sidecar `funders[]` (both `{id, grant-id}`
and bare-string forms). No funder list is hardcoded.
- `--scan-acks` reads a corpus-local `documentation/profiles/funder-aliases.yaml`
(raw-name → PROF-F/PROF-O id; absent → no aliasing) and scans REF acknowledgement
sections — the externalized alias path.
- Funder profiles use the shared **entity-profile** template (`type: funder`).
## Triggers
- "funder analytics / funder network"
- "which funders back disruptive work?"
- "co-funded papers"
- `/funder-network`
## References
- @$AIWG_ROOT/src/artifacts/corpus-tools/funder-network.ts — implementation
- @$AIWG_ROOT/src/artifacts/corpus-tools/corpus-graph.ts — CD-index reused here
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