| 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
aiwg corpus funder-network
aiwg corpus funder-network --out indices/funder-network.md
aiwg corpus funder-network --scan-acks
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
