# NEEC Evaluation: Sovereign Wealth Fund Statism **Scoring document — Step 1b; scored in Session 17, natively on the v2 structure; in the canonical corpus (`neec_scores.csv`) since Session 20.** Follows Appendix H.9's submission template exactly. Scored directly against the fully-specified 26-criterion v2 structure (Section 12.3, Appendix H.7v2), consistent with how Georgism, Mutual Credit/LETS, Doughnut Economics, and Universal Basic Services were each scored. Its row was added to `neec_scores.csv` in Session 20; it is not yet a Part I entry of the Report (the Step 5 revision adds it). It has not been independently cross-checked by a second scorer (H.9 Step 6) — flagged as open per this project's disclosure norms (`NEEC_CONTRIBUTING.md` §2, Appendix H.6). --- ## 18 [pending renumbering]. Sovereign Wealth Fund Statism ### Overview Sovereign wealth fund (SWF) statism, as scored here, is the mechanism by which a state channels a large, non-recurring revenue stream — classically natural-resource royalties, though not exclusively (see below) — into a professionally-managed, permanently-held investment fund, whose returns then support the public either through general government spending under a disciplined withdrawal rule (**Norway's model**) or through a direct, universal per-capita cash dividend (**Alaska's model**). This evaluation scores that mechanism as a general, generalizable design — not the whole of any one country's economy — layered onto an otherwise-unmodified market system, exactly as Georgism scores a Land Value Tax and Citizen's Dividend rather than "Denmark" or "the ACT," and as Mutual Credit/LETS scores an alternative-currency mechanism rather than "Switzerland." **Two named exemplars, deliberately.** Norway's Government Pension Fund Global (GPFG) — established 1990, first capital transfer 1996, now worth over $2 trillion (NOK 21.3 trillion at end-2025, per Norges Bank Investment Management's own reporting), more than four times Norway's mainland GDP — represents the general-budget-support variant: a statutory rule permits spending roughly 3% of the fund's value each year into the ordinary state budget, with no direct per-capita payment at all. Alaska's Permanent Fund and its Permanent Fund Dividend (PFD) — established 1976/1982, now worth roughly $83–86 billion — represents the direct-dividend variant, though this evaluation's own research surfaced an important complication: since 2018 Alaska has drawn down the fund under a 5%-of-market-value rule that funds *both* the PFD *and* general state operations (the fund now supplies an estimated 50–60% of Alaska's state government spending in an ordinary year, more than oil revenue itself, which supplies only about a third). The two models have, in practice, converged partway toward each other rather than remaining cleanly distinct; both are scored together below, with dividend-dependent criteria (Domain 1 and 2's coercion/labor criteria) flagged inline as resting specifically on Alaska's evidence. **Scope boundary — deliberately excluding Gulf-state and Singaporean SWFs, and why.** This project's own Paper (Section 8.1) separately queues three state-capitalism sub-entries: China (party-state-directed SOE ownership), Singapore (Temasek/GIC, government-linked-company developmental capitalism), and Gulf sovereign-wealth-fund states (explicitly described there as "rentier-distributive statism: citizen welfare funded primarily by resource-rent flows into sovereign wealth funds *and direct state employment*"). That description's own emphasis matters: the Gulf entry is a *bundle* — an SWF mechanism combined with a distinct, non-democratic, patronage-employment political economy — which the rentier-state literature (Beblawi & Luciani, cited in that same section) already treats as a structurally different wealth-flow mechanism from the fund-as- standalone-savings-and-dividend-vehicle model this evaluation examines. Singapore's Temasek/GIC are commercial holding companies operating within a specific developmental-capitalist logic, reserved for that separate sub-entry. Including any of these here would risk exactly the unreproducible, average-of-different-things scoring this project's own evidence standards (Appendix H.6) exist to prevent — the same reasoning that split "state capitalism" into three sub-entries in the first place. Norway and Alaska were chosen instead specifically because each isolates the SWF mechanism from a distinct patronage-employment or rentier-monarchy political economy, letting this evaluation test the mechanism on its own terms. Two further real-world cases inform several criteria below without serving as primary exemplars: **Timor-Leste's Petroleum Fund** (established 2005, explicitly modeled on Norway's with direct Norwegian technical assistance, now roughly $18–19 billion) — a genuine lower-income, small, post-conflict case: and **New Zealand's Superannuation Fund** (established 2001, roughly NZ$94 billion, funded from ordinary Crown budget contributions rather than a resource windfall) — the clearest evidence located that this mechanism does not *strictly* require a natural-resource endowment, discussed under C5.2 and C5.5. **This evaluation is this project's first opportunity to apply, rather than merely cite, several facts already sitting in the corpus.** NEEC's own founding Section 6 text names "Sovereign wealth funds: Alaska PFD (40+ years), Norway (271% GDP)" as one of exactly four worked examples in the *definition* of C5.1 (Proven Component Foundation) — written before any system called "sovereign wealth fund statism" existed to claim that evidence as its own. In the years since, Universal Basic Income, CCO-PTF- CIP-SZH, and Georgism have each borrowed a piece of this same evidence for their own C5.1 or C1.1 write-ups (Report, Systems 7, 8, 14); Nordic Social Democracy's own C4.1 already credits "sovereign wealth funds (Norway's $1.4T)" as positive intergenerational transfer; and the Report's own Acknowledgments section thanks "the Alaska Permanent Fund administrators" by name, alongside CLT networks and cooperative movements, as one of the real-world innovators this whole project's comparative method depends on. None of that prior borrowing is re-derived here — per the handoff's own explicit caution, this evaluation does not re-litigate Nordic Social Democracy's C4.1 or any other system's existing citation — but where this system's own evidence updates a figure (Norway's fund has roughly $0.6 trillion more than the $1.4T figure Nordic's write-up used), that update is noted without touching Nordic's own already-published score, consistent with this project's non-retroactive revision norm. **Evidentiary tier (Appendix H.6).** This sits closer to the *real-world implementation* tier than any other Step 1b system scored to date. Unlike Georgism's untested "single tax" intensity or Mutual Credit's genuine-but- narrow WIR/Sardex precedents, both core exemplars here have operated continuously, at large scale, for 30–50 years, and the broader category — tracked by the Sovereign Wealth Fund Institute, the Peterson Institute's Truman Scoreboard, and the IMF — comprises roughly 100 major funds worldwide holding a combined $15+ trillion as of Global SWF's 2026 annual report. The tier drops to *estimation* only for a handful of specific, flagged claims (the generalized model's political-coalition durability under fiscal stress; whether the mechanism scales to a state with no comparable windfall at all). --- ### Domain 1: Material Security #### C1.1 Poverty Elimination Capacity: 0.5 (Partial) **Rationale:** This is the one criterion where this system's own evidence was already sitting in NEEC's founding text before this evaluation existed: Section 6's own "Current Performance" line for C1.1 states "Alaska Permanent Fund: 20% reduction (Berman & Reamy, 2021)" — a citation already in this Paper's bibliography, now finally being applied to the system it was always about rather than borrowed by UBI's own C1.1 write-up (Report, System 7). More recent peer-reviewed work (Berman, *Poverty & Public Policy*, 2024) updates this to a 20–40% reduction in the number of Alaskans below the US poverty threshold, with a disproportionate effect on the state's most vulnerable populations: rural Indigenous Alaskan poverty falls from 28% to under 22% with PFD income included, and separate NBER-published research finds that an additional $1,000 in early-childhood PFD payments reduces substantiated child-maltreatment referrals by roughly 15%. Norway's general-budget-support model contributes nothing distinctive of its own here — whatever poverty- elimination effect flows from Norway's welfare state is already credited to Nordic Social Democracy's own C1.1, not to the fund mechanism itself, since Norway pays no comparable direct dividend. **Score Justification:** Partial (0.5) — a real, well-documented, and (unusually for this corpus) *already-canonical* poverty-reduction effect, disproportionately reaching a historically underserved population, but a 20–40% reduction is far short of the 90%+ Pass Threshold, and rests entirely on the dividend variant of this mechanism. #### C1.2a Wealth Building for Resilience: 0.5 (Partial) — flagged as the single most consequential contestable call in this evaluation **Rationale:** This criterion asks whether participants can build a $70,000+/20-year household buffer through the system's own mechanism. Georgism's own C1.2a write-up (this corpus, Session 6) explicitly distinguishes its own Citizen's Dividend — "a direct annual pass-through of that year's land-rent surplus" — from "a growing, held corpus the way **Alaska's actual Permanent Fund** (which invests its principal and distributes only a portion of returns)... are," naming this exact system as the stronger alternative it is not itself claiming to be. This evaluation is the first opportunity to test that implied claim directly, and Appendix H.7v2's own worked anchor for this exact band answers it precisely: the 0.5 band is defined as "some accumulation mechanism exists but is narrow, indirect, or **held collectively rather than individually** — real, but not clearly clearing the household-buffer bar as stated," illustrated there by Degrowth's community land trusts and cooperatives. A sovereign wealth fund fits this description at least as well as that anchor case, and arguably more purely: Norway's fund is real, large ($2+ trillion), continuously growing, and professionally invested — not a flow that is captured and immediately redistributed, the way Georgism's dividend or a bare UBI payment are (both correctly scored 0.0 here on exactly that reasoning) — but no citizen holds any individually titled, transferable, or even notionally severable claim on it. Research located for this evaluation states this distinction directly: each Norwegian's roughly $360,000–400,000 notional per-capita share is described in multiple 2026 sources as "a claim on a collective asset, not a bank balance" that "nobody can withdraw." Alaska's dividend itself does not independently support a higher score — it is consumed as ordinary income, matching Georgism's and UBI's own reasoning — so the 0.5 here rests on the fund itself, not the payout. **Score Justification:** Partial (0.5) — a genuine, real, growing, professionally-managed corpus exists, categorically different from every other Step 1b system's C1.2a finding to date (none of which involve any held corpus at all), but it is purely collectively rather than individually held, with zero individual attribution on any household's own balance sheet. **Flagged as contestable:** a stricter reading of the Measurement Protocol's own Survey-of-Consumer-Finances-methodology language (net worth "including... system-specific wealth mechanisms," all of its worked examples being individually titled) would score this 0.0, since no citizen's own net worth statement reflects any share of the fund. This evaluation lands at 0.5 because H.7v2's own anchor language ("held collectively rather than individually") appears written to cover exactly this case. Consequence, checked directly rather than left implicit: this call does **not** cross the Section 8.3 adequacy-tier boundary in either direction (see Summary Scores) — unlike UBS's own flagged C1.2b call, resolving this one does not change this system's tier, only its percentage score by one full point (14.0 vs. 13.0 out of 26). #### C1.2b Prevention of Exploitative Accumulation: 0.5 (Partial) **Rationale:** The mechanism targets a specific, well-documented channel of wealth concentration — state-owned subsoil resource rent — arguably more completely than Georgism's LVT does for land value: under Norwegian and Alaskan mineral-rights law, this revenue was never privately held to begin with, so there is no equivalent of LVT's ongoing tax-collection contest against an existing private-property interest. But it is narrow in exactly the way Georgism's own C1.2b write-up already flags for its own mechanism: it does nothing about wealth concentration through equity ownership, business profits, or housing, and — a further, distinct point worth naming since it doesn't apply to Georgism — the fund's own growth strategy (roughly 71% global listed equities for GPFG) is not independent of, but deeply reliant on, the same corporate-profit and capital-market dynamics that drive concentration elsewhere in the economy. Norway itself is the clearest illustration of the resulting limits: income inequality there remains among the world's lowest, but wealth concentration at the top is real and, per a March 2026 analysis, rising — just ten people in Norway now own more wealth than the bottom 50% of the population combined, entirely outside anything the fund itself touches, since the fund is a public asset that leaves private equity and business ownership untouched. Alaska's own measured effect on income distribution is small and precisely estimated: a 0.02 reduction in the Gini coefficient (Berman, 2024) — real, but modest. **Score Justification:** Partial (0.5) — a genuine, structurally-targeted mechanism against one specific, real, historically significant channel of wealth concentration, narrower in scope than total wealth inequality and, on the clearest available evidence (Norway's own top-wealth concentration trend), demonstrably not sufficient on its own to prevent concentration through the many channels it does not touch. #### C1.3 Housing Security: 0.0 (Structural Failure) **Rationale:** No mechanism, and no evidence, connects either exemplar to housing stability in any structural way. Norway's and Alaska's housing markets are both ordinary, largely private, mortgage-based systems that the fund does not touch; no housing-specific fund allocation, land trust, or tenancy-protection mechanism was located for either. This matches Mutual Credit/LETS's own precedent for this exact finding (Report, System 15: "no mechanism, and no evidence, was located connecting mutual credit or LETS to housing stability in any structural way"). **Score Justification:** Structural failure (0.0) — no housing channel of any kind was located for either exemplar. #### C1.4 Automation Resilience: 0.5 (Partial) **Rationale:** A genuinely distinctive point, not available to most other systems in this corpus: this mechanism's revenue base (resource royalties and investment returns) is structurally independent of labor income entirely, meaning the fiscal capacity it provides does not erode as automation shrinks the wage-tax base the way an ordinary income-tax-funded welfare state's does. This is a real structural advantage, though an underexplored one — no stress test against NEEC's own 30/50/70% displacement scenarios was located for either exemplar. Whether that structural advantage actually reaches households facing displacement is a separate, policy-dependent question: Norway's general-budget model provides no earmarked automation response at all, and Alaska's PFD is a fixed, small, non-scaling annual payment that does not grow with displacement severity, closer in kind to Georgism's own dividend-dependent C1.4 reasoning than to UBI's full Pass here. **Score Justification:** Partial (0.5) — a real, structural revenue-side advantage (labor-income independence) with no accompanying evidence that either exemplar's actual payout scales with automation-driven displacement. #### C1.5 Universal Wealth Access (narrowed — access breadth only): 0.5 (Partial) — tracks C1.2a directly **Rationale:** This evaluation follows the precedent Participatory Economics' own C1.5 write-up already establishes for exactly this situation (Report, System 11): "access to the underlying mechanism is explicitly universal by design... but C1.2a's own finding that the mechanism's asset-growth power is only partial keeps this at partial credit rather than a full Pass, to avoid crediting universal access to a mechanism that isn't itself fully load-bearing." Access here is, if anything, more cleanly universal than that precedent's own case: Alaska's PFD reaches essentially 100% of qualifying residents with no means test, employment condition, or membership gate of any kind (more than 600,000 recipients in 2025 alone) — a broader, less-gated reach than even Nordic Social Democracy's own ~70% pension/homeownership coverage. But since C1.2a lands at 0.5 rather than 1.0, this criterion tracks it downward for the same reason Participatory Economics' does. **Score Justification:** Partial (0.5) — genuinely universal, non-gated access to a mechanism whose own wealth-building power (C1.2a, above) is only partial. **Tracks the same contestable call flagged above:** if C1.2a resolves to 0.0, this criterion follows to 0.0 by the same logic that makes it track 0.5 now (matching the pattern already established for Georgism, UBS, and Doughnut Economics, whose own C1.5 scores each follow their own C1.2a finding directly). **Domain 1 = 0.5 + 0.5 + 0.5 + 0.0 + 0.5 + 0.5 = 2.5/6 (42%)** --- ### Domain 2: Human Autonomy #### C2.1 Freedom from Coercion: 0.5 (Partial) **Rationale:** Dividend-dependent, as with Georgism. Alaska's unconditional annual payment (currently $1,200 for 2026: a $1,000 base dividend plus a $200 energy-relief payment) reduces survival-based coercion at the margin but falls well short of a threshold-clearing amount — the same order of magnitude as the ~$90–100/month figure Georgism's own C2.1 write-up cites for a comparable UK land-dividend model. Norway's general-budget model contributes nothing distinctive here, since it makes no direct payment to individuals at all. **Score Justification:** Partial (0.5) — a real, unconditional, unearned cash transfer with a genuine but small coercion-reducing effect, resting entirely on the dividend variant. #### C2.2 Labor Non-Necessity: 0.5 (Partial) **Rationale:** NEEC's own Section 6 text already supplies this criterion's exact benchmark language for this system, again written before any system existed to claim it: the "Current Performance" line for C2.2 reads "Alaska PFD: Partial—universal but insufficient ($1,000–2,000 annually)." This is, like C1.1's Berman & Reamy citation, evidence the framework authors built in from the start, now finally scored under its native system rather than left as an unclaimed benchmark. **Score Justification:** Partial (0.5) — directly and explicitly anchored by this project's own pre-existing benchmark text for this exact system and criterion. #### C2.3 Creative Development Opportunities: 0.5 (Partial) **Rationale:** No direct mechanism was located; any effect runs through the same generic, modest income-supplementation channel Georgism's own C2.3 write-up describes for its dividend — some marginal reduction in time-scarcity, unevidenced at the scale NEEC's Pass Threshold specifies (50%+ regular creative engagement, 10+ hours weekly). **Score Justification:** Partial (0.5) — plausible but unevidenced indirect effect, matching this corpus's standard treatment of dividend- adjacent systems on this criterion. #### C2.4 Democratic Participation: 0.5 (Partial) **Rationale:** A real, if narrow, fund-specific deliberative layer exists on top of whatever ordinary representative democracy the host country already has: Norway's Storting sets the fiscal rule and investment mandate by statute, and an independent Council on Ethics (established 2004) translates parliamentary-set ethical criteria into specific exclusion decisions — over 180 companies excluded as of 2025. Alaska's dividend size is the subject of genuinely high-visibility, recurring annual legislative debate (most recently a divided, 4–2 conference-committee vote in May 2026). This is real, evidenced, fund-specific public contestation — more than Georgism's or Mutual Credit's own C2.4 findings can point to — but it remains ordinary representative and technocratic governance (NBIM and the Alaska Permanent Fund Corporation are professionally managed, not citizen- governed), not the distinctive participatory architecture Participatory Economics or CCO-PTF's own C2.4 findings describe. **Score Justification:** Partial (0.5) — genuine, evidenced, fund-specific democratic oversight exceeding this corpus's typical "inherits whatever the host jurisdiction already has" finding, but still ordinary representative democracy applied to one public asset rather than a distinctive economic-democracy mechanism. #### C2.5 Exit Rights and Mobility: 1.0 (Pass) **Rationale:** Purely additive; coexists with, rather than restricts, an ordinary market economy and ordinary geographic mobility. Both dividend eligibility (Alaska: full-calendar-year residency, intent to remain, no concurrent claim on another state's residency) and general-budget benefit (Norway: ordinary taxpayer/resident status) are territorial in the same way any public benefit is — leaving forfeits future eligibility, exactly as leaving Norway forfeits access to Norwegian public services generally, with no additional penalty, lock-in, or exit cost imposed by the fund mechanism itself. **Score Justification:** Pass (1.0) — matches the established pattern for the jurisdiction-layered mechanisms scored before it (Georgism, Mutual Credit/LETS, Doughnut Economics and UBS all score 1.0 here for the same structural reason); among the entries scored natively on the v2 structure, Islamic finance and Ostrom-style commons governance score 1.0 here as well. **Domain 2 = 0.5 + 0.5 + 0.5 + 0.5 + 1.0 = 3.0/5 (60%)** --- ### Domain 3: System Resilience #### C3.1 Crisis Response Capacity: 0.5 (Partial) — an unusually well-evidenced 0.5 **Rationale:** Norway's fiscal rule contains a genuine, statutory, rule-based escape clause — not merely political improvisation — explicitly permitting withdrawals above the standard ~3% "to counteract economic setbacks." It was exercised at record scale during COVID-19: a 382-billion-kroner (~$37 billion) withdrawal announced in the government's May 2020 Revised Budget, a 4.2% draw (later sustained near 3.7% into 2021), more than four times the previous 2016 record, and large enough to force the fund's first-ever asset liquidation. This is a real, demonstrated countercyclical response, structurally supported by the rule itself rather than requiring fresh legislation from scratch each time — more than Georgism's or Mutual Credit's own C3.1 findings can point to. But it is not the Pass Threshold's 72-hour, 1:1-scaling, automatic household-level trigger: the actual 2020 response took roughly two months from the pandemic's onset to the Revised Budget's announcement, and scales at the level of the national budget, not automatically at the household level. **Score Justification:** Partial (0.5) — real, rule-supported, demonstrated-at-record-scale countercyclical capacity, but budget-cycle rather than automatic-trigger in speed and mechanism, landing short of the Pass Threshold's specific 72-hour/1:1/90%-coverage bar. #### C3.2 Inflation Control Mechanisms: 0.5 (Partial) **Rationale:** A specific, purpose-built, well-documented design feature exists that most systems in this corpus cannot point to: GPFG invests exclusively abroad, a deliberate sterilization of the resource windfall from the domestic economy that is the textbook response to the Dutch- disease/currency-appreciation risk a windfall of this size would otherwise create. This is more distinctive than a generic "inherits whatever monetary policy the host country has" 0.5, but it addresses one specific inflation channel (resource-windfall sterilization) rather than the sectoral-demand-isolation and velocity-control apparatus the Pass Threshold specifies, and no evidence was located of either exemplar being stress-tested against an 8%-external-inflation scenario. **Score Justification:** Partial (0.5) — a real, structural, purpose-built anti-inflation design feature, narrower than the Pass Threshold's full mechanism set and unevidenced at the specified stress-test level. #### C3.3 Multi-Failure Resistance: 0.5 (Partial) **Rationale:** GPFG's own diversification is extreme by any standard — roughly 1.5% of all globally listed equity, spread across more than 7,000 companies and dozens of countries — providing real, if incidental, insulation against any single-country or single-sector shock. But this is a property of the investment portfolio's construction, not a designed response to compound domestic shocks across economic, environmental, and social domains simultaneously, and no evidence was located of either exemplar being tested against NEEC's own four named compound scenarios. **Score Justification:** Partial (0.5) — genuine, well-evidenced portfolio diversification providing incidental multi-shock insulation, not a designed compound-crisis response. #### C3.4 Epistemic Adaptability: 1.0 (Pass) **Rationale:** A live, sourced, real example of exactly this criterion's own test: Norway's fiscal rule's assumed sustainable real return was formally revised downward from 4% to 3% in 2017 in response to updated long-run market-return expectations — a genuine, democratically-enacted parameter change grounded in new evidence, not merely a theoretical capacity to adapt. This matches the now-common Pass pattern this exact criterion has produced across most Step 1b systems scored to date (Georgism, Mutual Credit/LETS, Doughnut Economics, UBS all score 1.0 here). **Score Justification:** Pass (1.0) — a specific, dated, sourced instance of the system revising its own core parameter in response to evidence, without collapse. #### C3.5 Failure-Mode Transparency: 0.5 (Partial) **Rationale:** A genuinely two-sided finding, and one where the gap between this evaluation's own core exemplar and the generalized category matters more than for any other criterion. Norway's fund is close to the best-documented public investment vehicle in the world: a perfect 100/100 Truman Transparency Score, an independent Council on Ethics operating since 2004, and over 180 disclosed exclusion decisions as of 2025. But the broader category this evaluation nominally scores — "sovereign wealth fund statism" as a general, adoptable model — spans an enormous, independently tracked range: the Linaburg-Maduell and Truman indices exist specifically because most of the roughly 100 major funds worldwide do not look like Norway's. Cited scores for Russia's National Wealth Fund and Iran's National Development Fund each sit around 5 out of 10 on the Linaburg-Maduell scale — genuinely opaque by the index's own standard (the Institute itself recommends 8 as the floor for "adequate" transparency). Scoring the model rather than one country's implementation of it, this is Partial: the mechanism *can* be built to Norway's standard, and has been, but nothing about the mechanism itself guarantees that outcome. **Score Justification:** Partial (0.5) — an exceptionally well-evidenced best case (Norway) sitting inside a category with independently documented, wide, real transparency variance; scored for the generalized mechanism, not the best exemplar alone. **Domain 3 = 0.5 + 0.5 + 0.5 + 1.0 + 0.5 = 3.0/5 (60%)** --- ### Domain 4: Ethical Integrity #### C4.1 Intergenerational Justice: 1.0 (Pass) **Rationale:** This system's cleanest, most directly-founded Pass in the whole evaluation. "Save a depleting, finite resource for future generations rather than spend it all today" is not an incidental benefit of either exemplar — it is each one's literal, explicit founding rationale (Norway's own fund was created for exactly this purpose in 1990; Alaska's constitutional structure similarly protects fund principal for future residents). This is precisely the mechanism Nordic Social Democracy's own C4.1 write-up already gestures toward when it credits "sovereign wealth funds (Norway's $1.4T)... positive intergenerational transfer" — evidence this system now claims as native rather than borrowed, updated to a current figure of just over $2 trillion (the fund has grown by roughly $0.6 trillion since that citation was written; this update does not touch Nordic's own already-published score, per this project's non-retroactive revision norm). **Score Justification:** Pass (1.0) — a real, large-scale, multi-decade, explicitly-designed intergenerational wealth-transfer mechanism, the strongest and most directly-evidenced case for this exact criterion this corpus has produced to date. #### C4.2 Ecological Compliance: 0.0 (Structural Failure) **Rationale:** A foundational and current contradiction, not a historical footnote: both core exemplars' entire revenue base is fossil-fuel extraction, and Norway continues, as of this evaluation, to expand it — 57 new oil and gas production licenses were awarded to 19 companies in early 2026 under the APA 2025 round, including further Barents Sea Arctic acreage. Norway's own Supreme Court upheld this policy 11–4 against a constitutional climate challenge in 2020 ("the People vs. Arctic Oil" case), and the matter remains before the European Court of Human Rights as of this evaluation, with the Norwegian state's own defense there citing the 2022 invasion of Ukraine as justification for continued extraction. The fund's own ethics-based exclusions reach coal, tar sands, and the highest-emitting upstream oil-sands producers specifically (Canadian Natural Resources, Cenovus, Suncor, and Imperial Oil were all excluded on these grounds as recently as May 2026) — but the Norwegian government has explicitly and repeatedly declined to exclude oil and gas as a sector on product grounds, and continues to hold large equity positions across the sector generally. A mechanism whose own funding depends on continued fossil-fuel extraction cannot pass a hard planetary-boundary constraint regardless of how well it manages the resulting wealth — the same logic this corpus already applies to Status Quo Capitalism, Libertarian Minarchism, and Stakeholder Capitalism. **Score Justification:** Structural failure (0.0) — the revenue source itself is the constraint this criterion tests, and it is current, active, and expanding, not merely historical. #### C4.3 Racial and Gender Equity: 0.5 (Partial) — flagged as a genuinely mixed, evidence-rich finding **Rationale:** This criterion has a substantially larger, more directly on-point body of peer-reviewed research available for this system than for most others in this corpus, and it points in two real directions at once. In favor: Alaska's PFD produces a measurably *larger* proportional poverty-reduction effect for rural Indigenous Alaskans than for the state as a whole (28% to under 22%, a roughly 27% relative reduction, per Berman's peer-reviewed research), and separate research finds reduced early-childhood maltreatment referrals and reduced childhood obesity — outcomes that plausibly matter disproportionately for historically underserved communities. Against it: the underlying racial poverty *gap* itself has not meaningfully closed over the PFD's 40-plus-year run (official Alaska Native poverty rates remain roughly 2.5 times non-Native rates, a gap the same research attributes mainly to non-Native poverty rising rather than Native poverty falling) — and the same literature finds a measurable rise in substance-abuse-related incidents following annual dividend distribution, alongside a fall in property-crime incidents, a real and uncomfortable finding this evaluation discloses rather than omits. No comparable body of equity-specific research was located for Norway's general-budget model, whose distributional effects run through Norway's own separately-scored welfare state. **Score Justification:** Partial (0.5) — a genuinely mixed record: real, measured, disproportionate benefit for a historically underserved population on several dimensions, alongside a persistent underlying gap and at least one documented adverse correlate. **Flagged as contestable** in the same spirit as Georgism's own C4.3 flag — a reader weighing the child-welfare and poverty findings more heavily than the substance-use finding, or vice versa, could reasonably land on a different score. #### C4.4 Power Distribution: 0.5 (Partial) **Rationale:** Genuinely mixed, and mixed for a reason distinctive to this system among those scored so far. In Norway's specific case, real, working checks exist — a parliamentary-set mandate, an independent ethics council, and near-total public disclosure — that keep the fund from becoming a vehicle of unaccountable elite control. But the *generalized* model carries a real, independently documented risk in less-transparent contexts, evidenced by the same Linaburg-Maduell/Truman variance already discussed under C3.5 — a resource-funded pool this large, without Norway's specific institutional safeguards, is a textbook concentration- of-control risk, which is exactly why this project's own Section 8.1 treats Gulf-state rentier-distributive statism (the same mechanism paired with non-democratic, patronage-employment governance) as a structurally distinct case reserved for separate evaluation rather than folded in here. Even in Norway's own well-governed case, the fund is not a lever that shifts power over the rest of the economy — it changes who owns a savings pool, not who controls firms, land, or labor relations, which is the dynamic this criterion's own Pass Threshold and Current Performance language (Gilens & Page's "near-zero" citizen policy influence) are most concerned with. **Score Justification:** Partial (0.5) — strong, evidenced safeguards in the best-governed real case, alongside a genuine, independently documented concentration-of-control risk in the generalized model that this project's own scope decision (splitting out the Gulf sub-entry) already implicitly acknowledges. #### C4.5 Exploitation Elimination: 0.0 (Structural Failure) **Rationale:** No structural connection to any of the three named extraction channels — landlord-tenant, employer-employee, or creditor- debtor — was located for either exemplar. The fund neither regulates nor displaces ordinary market relations in housing, labor, or credit; its effect on wealth concentration (C1.2b, above) runs through a wholly separate channel (resource-rent capture) that this criterion does not test. **Score Justification:** Structural failure (0.0) — no evidence connects this mechanism to any of the three named exploitation channels, matching the precedent this exact finding has for several other systems in this corpus (Doughnut Economics among them). **Domain 4 = 1.0 + 0.0 + 0.5 + 0.5 + 0.0 = 2.0/5 (40%)** --- ### Domain 5: Implementation Viability #### C5.1 Proven Component Foundation: 1.0 (Pass) **Rationale:** Among the single best-evidenced criteria for any system this corpus has scored. This is one of exactly four worked examples already built into NEEC's own founding definition of this criterion (Section 6: "Sovereign wealth funds: Alaska PFD (40+ years), Norway (271% GDP)") — evidence UBI, CCO-PTF-CIP-SZH, and Georgism have each already borrowed for their own C5.1 write-ups, now finally claimed by its native system. Updated to current figures: Norway's fund has operated continuously since 1990 (first transfer 1996) and now exceeds $2 trillion, more than four times Norway's GDP; Alaska's since 1976/1982; Timor-Leste's Petroleum Fund, built with direct Norwegian technical assistance, since 2005; and the wider global category collectively exceeds $15 trillion in assets under management as of Global SWF's 2026 annual report. This clears the ≥20-years/≥10,000-participants bar by an exceptionally wide margin across multiple large, independent, long-duration implementations — a broader and longer evidentiary base than several already-scored systems' own C5.1 foundations. **Score Justification:** Pass (1.0) — multiple, large-scale, multi-decade, independently-documented implementations, exceeding the Pass Threshold by a wide margin. #### C5.2 Staged Transition Pathways: 0.5 (Partial) **Rationale:** Real, if not NEEC-formatted, staged-adoption evidence exists: Norway's own fund grew from its first modest 1996 transfer to its current scale over three decades of deliberate, incremental accumulation, and Timor-Leste's 2005 Petroleum Fund Law is a documented, genuine case of a state adopting this model from scratch with direct outside technical assistance modeled explicitly on Norway's own template — real policy transfer, not merely theoretical portability. But no system-specific, phase-by-phase national implementation plan comparable to CCO-PTF's own modeling was located, and this system carries a limitation distinctive among those scored so far: its clearest historical pathway depends on the state having, or discovering, an appropriately large, non-recurring revenue source to seed the fund in the first place. New Zealand's own Superannuation Fund — funded from ordinary Crown budget contributions rather than a resource windfall — is the clearest evidence located that this isn't a strict requirement, but that pathway has its own documented fragility (discussed under C5.5). **Score Justification:** Partial (0.5) — genuine historical precedent for gradual, deliberate accumulation and at least one documented case of direct cross-border policy transfer, short of a comprehensive, NEEC- formatted phase plan. #### C5.3 Partial and Parallel Deployability: 1.0 (Pass) **Rationale:** Definitionally and empirically clean. Every implementing jurisdiction operates independently of every other, and every one coexists with, rather than displaces, an ordinary market economy — this is simply the observed pattern across every exemplar located (Norway, Alaska, Timor-Leste, New Zealand, and dozens of others tracked by the Sovereign Wealth Fund Institute), not a projection requiring modeling. **Score Justification:** Pass (1.0) — observed fact across every located implementation, not projection. #### C5.4 Political Coalition Potential: 0.5 (Partial) — a genuinely close call **Rationale:** Alaska's PFD is this project's own pre-existing, named anchor case for a full Pass on this exact criterion (Section 6's own Cross-Ideological Appeal Examples: "Alaska PFD: 80%+ approval across political spectrum for 40+ years") — evidence this system can now claim natively. Norway's own fiscal-rule framework similarly enjoys deep, sustained, cross-party support, functioning as something close to a political "third rail." But this evaluation's own research into the mechanism's *lived* political history complicates that headline figure: Alaska's dividend size, specifically, has been the subject of genuinely severe, recurring, high-conflict legislative fights since the mid-2010s fiscal downturn — the 2025 dividend ($1,000) was the smallest in state history in inflation-adjusted terms against a statutory formula exceeding $3,800, and the 2026 compromise ($1,200, combining a base dividend with a separate energy-relief payment) was reached only after a divided, 4–2 conference-committee vote. The coalition holds firmly around the *mechanism's existence* — no serious proposal to abolish the PFD was located — while fracturing repeatedly, and on predictable lines, over its *size*. That is a genuinely different, more contested picture than the framework's own anchor citation, read alone, suggests. **Score Justification:** Partial (0.5) — durable, multi-decade, cross-ideological support for the mechanism's existence, but real, recurring, documented political conflict over its parameters that this evaluation judges as falling short of the Pass Threshold's ≥65%- opposition-to-repeal-and-≥80%-survival-probability bar as a description of the system's actual, lived political stability. **Flagged explicitly** since this project's own pre-existing anchor text, read in isolation, would point toward 1.0. #### C5.5 Cultural Adaptability: 0.5 (Partial) **Rationale:** Real, if narrower-than-typical, diversity of successful contexts was located: a wealthy Nordic democracy (Norway), a US state with its own distinct politics (Alaska), a small, high-income, non- resource-funded Pacific democracy (New Zealand), and a genuinely low-income, small, post-conflict Southeast Asian state (Timor-Leste) have each built a working version of this mechanism. But nearly every large-scale, long-running success case shares one structural precondition this evaluation could not find a clean workaround for: a large, lumpy, non-recurring revenue source — a resource windfall in most cases, or a sustained, politically-durable general budget contribution in New Zealand's rarer case — to seed and sustain the fund. Even that rarer, non-resource case shows real fragility: New Zealand's own government contributions were suspended for roughly a decade (contributions resuming only from 2020/21 after a multi-year pause) as they competed against other budget priorities, and at least one 2026 critical analysis argues the fund now returns more to the Crown in tax than the Crown contributes to it annually — a specific, sourced critique this evaluation treats as one contested viewpoint rather than settled fact, but one pointing at a real structural tension: a windfall-funded model doesn't compete with existing spending commitments the way a contribution funded from ordinary revenue does. **Score Justification:** Partial (0.5) — real, if resource-windfall- concentrated, cross-context success, with the clearest non-windfall counterexample itself showing documented fragility; a more structural, harder-to-parameter-adjust adaptability constraint than the income-level parameter tables most other systems' C5.5 discussions turn on. **Domain 5 = 1.0 + 0.5 + 1.0 + 0.5 + 0.5 = 3.5/5 (70%)** --- ## Summary Scores **Domain Totals:** - Material Security: 2.5/6 (42%) - Human Autonomy: 3.0/5 (60%) - System Resilience: 3.0/5 (60%) - Ethical Integrity: 2.0/5 (40%) - Implementation Viability: 3.5/5 (70%) **Overall Score: 14.0/26 (54%)** *Explicit sum, per Appendix H.4: 2.5 + 3.0 + 3.0 + 2.0 + 3.5 = 14.0.* *Score distribution: 5 criteria at 1.0 (C2.5, C3.4, C4.1, C5.1, C5.3), 18 criteria at 0.5, 3 criteria at 0.0 (C1.3, C4.2, C4.5). Check: 5(1.0) + 18(0.5) + 3(0.0) = 5 + 9 + 0 = 14.0 — matches the domain sum exactly.* **Structural Failures: 3** (C1.3 Housing Security, C4.2 Ecological Compliance, C4.5 Exploitation Elimination). **Adequacy Classification: Partially Adequate** (3–5 structural failures, Section 8.3) — the same tier Mutual Credit/LETS and Universal Basic Services already occupy, but for a genuinely different reason: this is the **first** Step 1b "narrow single-mechanism" system whose three failures are **not** concentrated in the wealth-accumulation cluster (C1.2a/C1.2b/C1.5). This system is the first of the four newly-scored systems to clear a Partial (not a failing) score on all three wealth- cluster criteria simultaneously — Mutual Credit/LETS fails C1.2a and C1.5; Universal Basic Services fails C1.2a, C1.2b, *and* C1.5; Doughnut Economics fails all three plus more. This system's own failure set (C1.3, C4.2, C4.5) overlaps Mutual Credit/LETS's on only one criterion (C1.3) and does not overlap Universal Basic Services's at all. **On the flagged contestable call's consequence, checked directly:** if C1.2a and C1.5 both resolve to 0.0 instead of 0.5 (see both entries above), the failure count rises to 5 (C1.2a, C1.5, C1.3, C4.2, C4.5) and the total falls to 13.0/26 (50%) — but 5 failures remains inside the 3–5 Partially Adequate band (Section 8.3), so **this call does not move this system's adequacy tier either way**, unlike UBS's own flagged C1.2b call (which would move UBS into a different tier). This is disclosed explicitly rather than left for a reader to work out, per this project's own contestable-call practice. Under protocol 6.1 (decision D16), this entry carries four flagged criteria in three independent calls: C1.2a with C1.5, which tracks it; C4.3 (0.5, encoded with both alternatives, 0.0 and 1.0); and C5.4 (0.5, alternative 1.0). The tier-neutrality shown above holds for the C1.2a/C1.5 call alone. The joint readings are not tier-neutral: the joint downward reading (C1.2a, C1.5 and C4.3 at 0.0) gives 12.5/26 with 6 structural failures, Structurally Inadequate; the joint upward reading (C4.3 and C5.4 at 1.0) gives 15.0/26 with 3, Partially Adequate as scored. **On the canonical CSV.** Consistent with this project's scratch-before-insert discipline, this evaluation was added as a row of `neec_scores.csv` in a dedicated insertion pass, Session 20, together with State Capitalism / China and State Capitalism / Singapore. --- ## Final Assessment **Key Strengths:** - **C5.1 (Proven Component Foundation)** and **C4.1 (Intergenerational Justice)** are both among the best-evidenced Pass scores this corpus has produced for any criterion: multiple large-scale, multi-decade, independently-documented real-world implementations, for a mechanism whose founding purpose is *literally* NEEC's own C4.1 test ("preserve resources and opportunities for future generations"). - The first Step 1b "narrow single-mechanism" system to clear Partial credit on **all three** wealth-cluster criteria (C1.2a, C1.2b, C1.5) rather than failing at least one outright — a direct consequence of being the first such system whose mechanism is an actual accumulating, invested *stock* rather than a recurring *flow* (Georgism's dividend, Mutual Credit's ledger balances) or a service-in-kind (UBS). This is also this evaluation's single most consequential contestable call (C1.2a/C1.5), disclosed above with its exact, checked consequence. - **C3.1 and C3.2** rest on real, current, well-documented, rule- supported evidence (Norway's 2020 COVID-19 fiscal-rule drawdown; the fund's deliberate all-foreign investment mandate) rather than theoretical projection — an unusually strong evidentiary footing for two Partial scores. - Domain 5 (Implementation Viability, 3.5/5, 70%) ties Universal Basic Services for the highest Domain 5 score among all Step 1b systems scored to date, on the strength of the same C5.1/C5.3 pairing. **Key Deficiencies:** - **C4.2 (Ecological Compliance)** is a clean, current, well-evidenced structural failure with no comparable escape route available to this system: unlike a system whose ecological weakness is a matter of degree, this mechanism's funding source is fossil-fuel extraction, and Norway's own government is, as of this evaluation, actively expanding that extraction in the Arctic against ongoing constitutional and European human-rights litigation. - **C1.3 and C4.5** are flat, no-mechanism failures with no located evidence in either direction — this system simply does not engage housing or the three named exploitation channels at all. - Both remaining Domain 4 scores (C4.3, C4.4) rest on genuinely mixed evidence rather than clean support in either direction, and C4.3 in particular surfaces a documented adverse correlate (a rise in substance-abuse-related incidents following dividend distribution) that this evaluation discloses rather than omits, alongside real, disproportionate benefits to the same population on other measures. - **C5.4**, this project's own pre-existing anchor citation for a clean Pass, is revised downward here once this evaluation's own research into the mechanism's lived political history (Alaska's recurring, severe dividend-size fights) is taken into account — a case where deeper research complicates rather than confirms an existing benchmark. **A structural-archetype finding, as the prior handoff specifically flagged for checking at this point.** This system fits this project's first named archetype — "narrow single-mechanism systems," alongside Georgism and Mutual Credit/LETS — cleanly: it is one mechanism (a fund plus its withdrawal rule) layered onto an otherwise-unmodified market economy, not a comprehensive vision (Doughnut Economics' shape) or a federation of separately-proven, sector-specific mechanisms (UBS's shape). Within that archetype, though, it is a genuinely new sub-case: the first whose core mechanism is an accumulating **stock** rather than a recurring **flow**. That distinction is not cosmetic — it is the direct cause of this system's own C1.2a/C1.2b findings, both without precedent among this archetype's other two members, and the reason this system's wealth-cluster profile looks nothing like either of theirs (see Adequacy Classification, above). **Comparison to other systems in the corpus.** On the canonical corpus, Sovereign Wealth Fund Statism is strictly dominated by one system, CCO-PTF-CIP-SZH, and dominates none. At 14.0/26 (54%), this system scores higher than Georgism and UBS's own exact 13.5/26 tie, and just half a point below Mutual Credit/LETS's 14.5/26 — tied third and fourth, with State Capitalism / Singapore, among the ten entries scored natively on the v2 structure, behind Mutual Credit/LETS and Ostrom-style commons governance. It shares Mutual Credit/LETS's and UBS's adequacy tier (Partially Adequate, 3 failures) but, as discussed above, essentially none of their specific failure pattern. Qualitatively, its profile — one clean, exceptionally strong ethical/implementation pairing (C4.1, C5.1) resting on genuine multi-decade real-world operation, a uniformly Partial middle (Domains 1–3), and one clean, current, well- evidenced ecological failure — most resembles Nordic Social Democracy's own shape in miniature (a real, working, well-governed mechanism with one sharp, named weakness) more than it resembles Georgism's "one strength, otherwise-Partial" shape, even though it does not approach Nordic's own score or tier. --- ## Reviewer disclosure (per NEEC_CONTRIBUTING.md §2 / Appendix H.6) This is a first-pass scoring by a single AI reasoner (Claude), based on web research conducted in this session rather than a systematic literature review, and has not yet been independently cross-checked by a second scorer per H.9 Step 6. Sources were drawn from a mix of: primary fund-administrator reporting (Norges Bank Investment Management, Norwegianpetroleum.no, the Alaska Department of Revenue's Permanent Fund Dividend Division, the IFSWF's own member profiles for Timor-Leste and New Zealand); peer-reviewed academic research (Berman's 2024 *Poverty & Public Policy* article and her earlier ScienceDirect piece on Indigenous Alaskans, the NBER working paper on PFD payments and child maltreatment, a 2026 MDPI paper on SWF transparency scoring, an Oxford Academic chapter on GPFG's ethics framework); international-institution material (IMF country reporting on Norway's fiscal framework, the Sovereign Wealth Fund Institute's own Linaburg-Maduell methodology); current news coverage through 2026 (Norway's COVID-19-era withdrawals, the 2026 Arctic licensing round and its pending European Court of Human Rights case, Alaska's 2025–2026 dividend-size legislative fights); and at least one openly critical, non-peer-reviewed source (a 2026 opinion piece critical of New Zealand's own Superannuation Fund contribution record), flagged inline as a contested viewpoint rather than treated as settled fact. This is an attempt at genuine balance across a mechanism with an unusually large and disparate evidence base, not a substitute for a formal literature review. The clearest candidates for independent disagreement are flagged inline: C1.2a and C1.5 together (explicitly marked as this evaluation's single most consequential contestable call, with its exact tier-boundary consequence checked and disclosed), C4.3 (genuinely mixed evidence, marked contestable), and C5.4 (a case where this evaluation revises a pre-existing framework anchor downward based on its own further research, marked as a close call). A reader who would weight Norway's own exemplary governance and transparency more heavily relative to the generalized category's documented variance would likely score C3.5 and C4.4 higher than this evaluation does; a reader who would treat the Gulf-state and Singaporean cases as within scope rather than reserved for their own separate sub-entries would need to re-derive several criteria (especially C4.4 and C5.5) from a different evidence base than this evaluation used. --- ## Summary block The machine-readable summary of this entry (protocol section 9; schema `neec-summary-block/1.0`, `summary_block_schema.json`). It is generated from the canonical corpus and the Session 28 staging (`summary_blocks_s28.json`), not typed, and validated by `neec_entry.py`. ```json { "schema": "neec-summary-block/1.0", "key": "Sovereign Wealth Fund Statism", "code": "SWF", "display_name": "Sovereign Wealth Fund Statism", "record": {"documents": ["NEEC_SovereignWealthFundStatism_scoring_scratch.md"], "scored": "Session 17, natively on the v2 structure", "structure": "native-v2"}, "scope": {"class": "mechanism", "basis": "stated", "source": {"file": "NEEC_Ostrom_Commons_scoring_scratch.md", "locator": "document", "phrase": "Commons governance joins archetype 1, narrow single-mechanism systems, as its fifth member after Georgism, Mutual Credit / LETS, Sovereign Wealth Fund Statism and Islamic finance."}}, "vector": { "C1.1": 0.5, "C1.2a": 0.5, "C1.2b": 0.5, "C1.3": 0.0, "C1.4": 0.5, "C1.5": 0.5, "C2.1": 0.5, "C2.2": 0.5, "C2.3": 0.5, "C2.4": 0.5, "C2.5": 1.0, "C3.1": 0.5, "C3.2": 0.5, "C3.3": 0.5, "C3.4": 1.0, "C3.5": 0.5, "C4.1": 1.0, "C4.2": 0.0, "C4.3": 0.5, "C4.4": 0.5, "C4.5": 0.0, "C5.1": 1.0, "C5.2": 0.5, "C5.3": 1.0, "C5.4": 0.5, "C5.5": 0.5 }, "summary": {"D1": 2.5, "D2": 3.0, "D3": 3.0, "D4": 2.0, "D5": 3.5, "total": 14.0, "failures": 3, "tier": "Partially Adequate"}, "flags": [ {"criterion": "C1.2a", "scored": 0.5, "alternatives": [0.0], "basis": "stated", "reading": "only individually titled net worth counts", "tracks": null, "source": {"file": "NEEC_SovereignWealthFundStatism_scoring_scratch.md", "locator": "C1.2a", "phrase": "would score this 0.0"}}, {"criterion": "C1.5", "scored": 0.5, "alternatives": [0.0], "basis": "stated", "reading": "follows C1.2a", "tracks": "C1.2a", "source": {"file": "NEEC_SovereignWealthFundStatism_scoring_scratch.md", "locator": "C1.5", "phrase": "if C1.2a resolves to 0.0, this criterion follows to 0.0"}}, {"criterion": "C4.3", "scored": 0.5, "alternatives": [0.0, 1.0], "basis": "both-directions", "reading": null, "tracks": null, "source": {"file": "NEEC_SovereignWealthFundStatism_scoring_scratch.md", "locator": "C4.3", "phrase": "could reasonably land on a different score"}}, {"criterion": "C5.4", "scored": 0.5, "alternatives": [1.0], "basis": "stated", "reading": "the pre-existing anchor text read in isolation", "tracks": null, "source": {"file": "NEEC_SovereignWealthFundStatism_scoring_scratch.md", "locator": "C5.4", "phrase": "would point toward 1.0"}} ], "joint_readings": [ {"id": "scored", "label": "as scored", "basis": "scored", "resolve": {}, "result": {"total": 14.0, "failures": 3, "tier": "Partially Adequate"}}, {"id": "up", "label": "every flagged call resolved upward", "basis": "extremes", "resolve": {"C4.3": 1.0, "C5.4": 1.0}, "result": {"total": 15.0, "failures": 3, "tier": "Partially Adequate"}}, {"id": "down", "label": "every flagged call resolved downward", "basis": "extremes", "resolve": {"C1.2a": 0.0, "C1.5": 0.0, "C4.3": 0.0}, "result": {"total": 12.5, "failures": 6, "tier": "Structurally Inadequate"}} ], "scenarios": [] } ```