// 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`.
Detect co-author communities (label propagation), report modularity Q, and identify bridge authors (high betweenness). Runs via `aiwg corpus profile-communities`.
Compute corpus-local influence/centrality metrics — per-paper CD-index + PageRank, and per-PROF-P h-index / mean-CD / mean-PageRank / betweenness / eigenvector + influence grade. Runs via `aiwg corpus profile-metrics`.
Compute an entity's publication trajectory — per-year paper counts, topic drift, hot-streak detection (≥3 consecutive A-grade years), and career phase. Runs via `aiwg corpus profile-temporal`.
Scaffold a PROF-S source/curator profile for a research-corpus discovery curator (account/feed) from its handle. Runs via `aiwg corpus curator-init`.
Report research-corpus discovery curators (PROF-S) ranked by yield (return-to score = inducted-ref-count × avg GRADE), with revisit-cadence staleness and a discovery-orphan check. Runs via `aiwg corpus curator-status`.
Record the source-tracking `discovery` block on a research-corpus citation sidecar — where/how a paper was found (surface, via, curator). Runs via `aiwg corpus discovery-log`.
| 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":"sonnet","category":"research-analytics"} |
Per-funder analytics over the funder↔paper bipartite graph (funder linkage comes
from each REF's funders[]). Complements the by-funder view (#1492).
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).
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.type: funder)./funder-network