Coordination Metrics
Quantitative baseline · 28 July 2026 · 192 events / 150 CCs
Pre-operational baseline — read first
Pre-operational baseline. The WEO database has not yet reached operational threshold (historic backfill in progress; entry sequence reflects research workflow rather than event occurrence — see the Towards Coordination Science paper). Values are dated observations of the documented connection network as constructed to the stated baseline, not measurements of the coordination landscape. The null-model comparison contextualises the observed value against the corpus's own composition.
Documented coordination connections overwhelmingly form within industry boundaries in the documented record; the cross-sector share is far below what the corpus’s own industry composition would produce at random.
Documentation accessibility is itself sector-asymmetric — under the coverage-confidence framework the Security domain is graded medium/low, and is additionally constrained by national security classification across all blocs. A within-industry concentration in the documented record is therefore not, on its own, evidence of a within-industry concentration in the world. Connection discovery itself also begins from events that appear related, and apparent relatedness correlates with shared industry — so some portion of the same-industry concentration may reflect how connections are found rather than how coordination is structured. Each connection is individually evidence-qualified, so cross-sector counts are conservative floors; the concentration figure describes the documented network as constructed and searched.
| Band | Range | Status |
|---|---|---|
| Upper | > 0.60 | — |
| Mid | 0.30 – 0.60 | — |
| Lower | < 0.30 | Observed at this baseline |
Baseline: computed against the 150-CC corpus, 28 July 2026 · methodology: Towards Coordination Science
Current figures: computed against the 150-CC corpus as at 28 July 2026 — recomputed and appended to the observation series at every corpus deployment.
| Industry | Semiconductors | Cloud & Data Centres | AI Software | Defence | Energy | Financial Services | Mining | Trade & Logistics | Automotive | Quantum | Telecoms |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Semiconductors30 | 27 | 1 | 1 | 1 | |||||||
| Cloud & Data Centres62 | 1 | 49 | 6 | 4 | 1 | 1 | |||||
| AI Software51 | 1 | 6 | 40 | 4 | |||||||
| Defence11 | 4 | 4 | 3 | ||||||||
| Energy10 | 1 | 9 | |||||||||
| Financial Services3 | 1 | 1 | 1 | ||||||||
| Mining2 | 2 | ||||||||||
| Trade & Logistics0 | |||||||||||
| Automotive0 | |||||||||||
| Quantum0 | |||||||||||
| Telecoms0 |
Most connection types are mutual and are counted once per pair (123 of 150). The 27 connections with a genuine direction are listed separately below, preserving their from→to arrows.
| AI Software | → | AI Software | 15 |
| Semiconductors | → | Semiconductors | 8 |
| Cloud & Data Centres | → | Cloud & Data Centres | 2 |
| Mining | → | Mining | 1 |
| Semiconductors | → | Financial Services | 1 |
Reporting rule (provisional, from Towards Coordination Science): cells below 3 are displayed but no finding is built on them — at counts this small a single correction could erase the cell. Corridor language — a recurring transmission route between two industries — is reserved for cells of 5 or more; at this baseline exactly one cross-sector corridor qualifies — AI Software ↔ Cloud & Data Centres, at 6.
Boundary condition. The Towards Coordination Science paper recommends at least 150 connections before matrix-level interpretation. The corpus sits at exactly 150 — the recommendation floor is precisely met, not comfortably cleared.
All 11 categories render, including the four with no primary-tag incidence (Trade & Logistics, Automotive, Quantum, Telecoms) — absence is information. Telecoms is never assigned as primary by taxonomy design; its row is structurally empty.
Cross-sector transmission matrix, 28 July 2026 · row order fixed to the Methodology Manual’s 11-category industry taxonomy · row labels carry each industry’s total connection incidence.
Baseline: computed against the 150-CC corpus, 28 July 2026 · methodology: Towards Coordination Science
Current figures: computed against the 150-CC corpus as at 28 July 2026 — recomputed and appended to the observation series at every corpus deployment.
Each deploy recomputes these metrics and appends a dated observation. Values are comparable only within a taxonomy epoch: a revision to the industry taxonomy breaks the series, and any trend must be scoped to a single epoch rather than drawn across a break. Successive observations record whether documented coordination remains within industry boundaries or increasingly crosses them as the corpus matures — the series exists to answer that question, not to presume it.
One observation on the series. The change-over-time graph ships when the series carries enough observations to plot; this container and its epoch contract are already in place.
Machine-readable: /api/metrics ·
MCP tool get_metrics —
the same stored observations, free on both tiers.
Methodology: Towards Coordination Science (DOI 10.5281/zenodo.18427584).