United States federal government

government

United States federal government

Industry Government

A wealthy constitutional democracy with real electoral and civil-liberties constraints, but also global military reach, carceral and border harms, weak social guarantees, ecological burden, and extensive intelligence and law-enforcement surveillance capacity. United States federal government scores low because of coercive violence, documented human harm, and ecological harm, with weak accountability reinforcing the negative evaluation.

Why this matters: The U.S. federal government is a useful calibration anchor because its constitutional structure is real but its coercive and military footprint is unusually large.

Letter grade F Malignant Medium confidence (AI) Rubric gcd-rubric-v1

Final Score -17* F - Malignant

* Tentative scaffolding score. Not human-checked or final.

Base Material30
Bonus+5
Cap66No structure cap
After Cap35
Penalties-52
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Evaluation Overview

F - Malignant

The score turns mainly on Ownership, with the largest penalty coming from Coercive Violence.

Strengths

  • Ownership5/10
  • Governance5/10
  • Labor Sovereignty4/7

Penalties

  • Coercive Violence-15
  • Human Harm-14
  • Ecological Harm-8
  • Reversibility-5

Evidence state

  • ConfidenceMedium confidence (AI)
  • ThoroughnessDeveloped (AI)
  • Linked claims13
  • Direct axis claims13
  • Coverage13/20

Scoring Axes

Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
5 / 10

USA.gov describes the federal government as the national government of the United States, with authority formally mediated through constitutional public institutions rather than private ownership.

Calibration notes

Comparative anchor: Column-spectrum position: 118 scored entries below, 6 tied, 102 above on Ownership.

Uncertainty
  • Priority page: add more axis-specific research over time to make the comparative placement harder to dispute.
Linked evidence
  • context Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses. [1]
  • USA.gov describes the federal government as the national government of the United States, with authority formally mediated through constitutional public institutions rather than private ownership. [2]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
5 / 10

Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses.

Calibration notes

Comparative anchor: Column-spectrum position: 127 scored entries below, 20 tied, 79 above on Governance.

Uncertainty
  • Priority page: add more axis-specific research over time to make the comparative placement harder to dispute.
Linked evidence
  • Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses. [1]
  • context USA.gov describes the federal government as the national government of the United States, with authority formally mediated through constitutional public institutions rather than private ownership. [2]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
3 / 10

Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses.

Calibration notes

Comparative anchor: Column-spectrum position: 39 scored entries below, 22 tied, 165 above on Extraction.

Linked evidence
  • context Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses. [1]
  • context USA.gov describes the federal government as the national government of the United States, with authority formally mediated through constitutional public institutions rather than private ownership. [2]
Labor Sovereignty
?
Worker power: coercive conditions at 0, co-determination or ownership at 7. Employee dissatisfaction matters only when source-backed evidence shows concrete limits on worker agency, such as coercive scheduling, retaliation, wage theft, harassment, unsafe conditions, suppression of worker voice, or extreme turnover.
4 / 7

Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses.

Calibration notes

Comparative anchor: Column-spectrum position: 112 scored entries below, 39 tied, 75 above on Labor Sovereignty.

Linked evidence
  • context Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses. [1]
  • context USA.gov describes the federal government as the national government of the United States, with authority formally mediated through constitutional public institutions rather than private ownership. [2]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
3 / 7

Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses.

Calibration notes

Comparative anchor: Column-spectrum position: 81 scored entries below, 45 tied, 100 above on Solidarity with the Unemployed.

Linked evidence
  • context Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses. [1]
  • context USA.gov describes the federal government as the national government of the United States, with authority formally mediated through constitutional public institutions rather than private ownership. [2]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
3 / 7

Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses.

Calibration notes

Comparative anchor: Column-spectrum position: 48 scored entries below, 39 tied, 139 above on Loss-Bearing Fidelity.

Linked evidence
  • context Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses. [1]
  • context USA.gov describes the federal government as the national government of the United States, with authority formally mediated through constitutional public institutions rather than private ownership. [2]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
2 / 5

Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses.

Calibration notes

Comparative anchor: Column-spectrum position: 31 scored entries below, 22 tied, 173 above on Market Conduct.

Linked evidence
  • context Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses. [1]
  • context USA.gov describes the federal government as the national government of the United States, with authority formally mediated through constitutional public institutions rather than private ownership. [2]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
3 / 5

Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses.

Calibration notes

Comparative anchor: Column-spectrum position: 37 scored entries below, 23 tied, 166 above on Product Integrity.

Linked evidence
  • context Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses. [1]
  • context USA.gov describes the federal government as the national government of the United States, with authority formally mediated through constitutional public institutions rather than private ownership. [2]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
2 / 5

Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses.

Calibration notes

Comparative anchor: Column-spectrum position: 31 scored entries below, 18 tied, 177 above on Scale Integrity.

Linked evidence
  • context Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses. [1]
  • context USA.gov describes the federal government as the national government of the United States, with authority formally mediated through constitutional public institutions rather than private ownership. [2]

Penalties

Penalty Applied Why this penalty
Reversibility
?
Applied when positive conduct depends on current living leaders, founders, family owners, or other person-contingent governance rather than durable structure. Range: -5 to 0.
-5

U.S. rights outcomes remain strongly dependent on elections, courts, agency leadership, and contested constitutional culture, so good behavior is materially reversible.

Calibration notes

Comparative anchor: Column-spectrum position: 0 scored entries below, 95 tied, 131 above on Reversibility.

Linked evidence
  • U.S. rights outcomes remain strongly dependent on elections, courts, agency leadership, and contested constitutional culture, so good behavior is materially reversible. [6]
Human Harm
?
Severity, scale, culpability, vulnerable targets, willful reoffense, reputation laundering, pattern escalation, and time decay. Range: -20 to 0.
-14

Amnesty International and Human Rights Watch report serious U.S. rights problems, including criminal-legal, migration, death-penalty, discrimination, and national-security harms.

Calibration notes

Comparative anchor: Column-spectrum position: 16 scored entries below, 3 tied, 207 above on Human Harm.

Linked evidence
  • Amnesty International and Human Rights Watch report serious U.S. rights problems, including criminal-legal, migration, death-penalty, discrimination, and national-security harms. [7]
Coercive Violence
?
Direct or institutionally enabled killing, torture, detention abuse, armed repression, forced displacement, violent domination, or nonconsensual crisis-line emergency escalation that exposes callers to confinement or force. Range: -30 to 0.
-15

U.S. federal war, national-security, border, policing, detention, and death-penalty powers create serious coercive-violence exposure despite constitutional constraints.

Calibration notes

Comparative anchor: Column-spectrum position: 6 scored entries below, 0 tied, 220 above on Coercive Violence.

Linked evidence
  • U.S. federal war, national-security, border, policing, detention, and death-penalty powers create serious coercive-violence exposure despite constitutional constraints. [8]
Ecological Harm
?
Footprint, trajectory, irreversibility, culpability, and scale, including whether ecological harm is central to the model and continued after credible notice. Range: -30 to 0.
-8

The United States remains a very large high-income energy consumer and greenhouse-gas emitter, giving the federal government a material national ecological-harm burden.

Calibration notes

Comparative anchor: Column-spectrum position: 15 scored entries below, 1 tied, 210 above on Ecological Harm.

Linked evidence
  • The United States remains a very large high-income energy consumer and greenhouse-gas emitter, giving the federal government a material national ecological-harm burden. [9]
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.
-2

National-security, immigration, policing, and intelligence activities create material public-accountability opacity even where formal transparency systems exist.

Calibration notes

Comparative anchor: Column-spectrum position: 0 scored entries below, 52 tied, 174 above on Accountability Opacity.

Linked evidence
  • National-security, immigration, policing, and intelligence activities create material public-accountability opacity even where formal transparency systems exist. [10]
Identity Capture
?
Customer pressure, employee pressure, and pervasive identity saturation. Range: -3 to 0.
-1

U.S. federal institutions use national identity, borders, citizenship, oath, military, and security narratives in ways that can pressure identity alignment and exclusion.

Calibration notes

Comparative anchor: Column-spectrum position: 24 scored entries below, 6 tied, 196 above on Identity Capture.

Linked evidence
  • U.S. federal institutions use national identity, borders, citizenship, oath, military, and security narratives in ways that can pressure identity alignment and exclusion. [11]
Surveillance Capture
?
Invasive surveillance, unreasonably non-optional tracking, facial recognition, biometric identification, or AI behavior scanning of customers, workers, bystanders, or the public. Range: -5 to 0.
-4

The U.S. federal government operates large intelligence, border, and law-enforcement systems with surveillance powers that materially affect citizens and noncitizens.

Calibration notes

Comparative anchor: Column-spectrum position: 13 scored entries below, 11 tied, 202 above on Surveillance Capture.

Linked evidence
  • The U.S. federal government operates large intelligence, border, and law-enforcement systems with surveillance powers that materially affect citizens and noncitizens. [12]
Ideological Disavowal
?
Concealed ideology presented as neutrality, expertise, professional necessity, public-service administration, market inevitability, or non-ideological common sense while exercising power. Range: -3 to 0.
-3

United States federal government's public framing is assessed as ideological-disavowal evidence because United States federal government combines major gatekeeping, coercive, or…

Calibration notes

Comparative anchor: Ideological Disavowal 0 to -3 recalibration: 0 for explicit standpoint or no penalty-level neutrality theater; -1 for bounded softening of contested choices; -2 for strong neutrality theater by a powerful institution; -3 for major gatekeeping or coercive power presented as neutral, necessary, objective, or non-ideological.

Uncertainty
  • This recalibration uses public self-presentation and profile evidence; later review should add direct language-analysis evidence for high-impact institutions.
Linked evidence
  • United States federal government's public framing is assessed as ideological-disavowal evidence because United States federal government combines major gatekeeping, coercive, or infrastructural power with pronounced claims of neutrality, administrative necessity, national legitimacy, safety, objectivity, or professional expertise. [13]

Bonus Credits

Bonus Credit Why this credit
Openness to Dissent
?
Credit for tolerating internal, user, customer, worker, and public dissent without retaliation, capture, or viewpoint laundering.
2 / 3

Freedom House continues to rate the United States as free, is relevant to partial credit because protected dissent and opposition activity.

Calibration notes

Comparative anchor: Column-spectrum position: 200 scored entries below, 15 tied, 11 above on Openness to Dissent.

Linked evidence
  • Freedom House continues to rate the United States as free, is relevant to partial credit because protected dissent and opposition activity. [3]
Constitutional Spirit
?
Credit for respecting constitutional rights and civil-liberties norms even where private law does not strictly require it.
2 / 3

The United States has enforceable constitutional-rights institutions and civil-liberties traditions, supporting a partial constitutional-spirit bonus despite major failures.

Calibration notes

Comparative anchor: Column-spectrum position: 188 scored entries below, 23 tied, 15 above on Constitutional Spirit.

Linked evidence
  • The United States has enforceable constitutional-rights institutions and civil-liberties traditions, supporting a partial constitutional-spirit bonus despite major failures. [4]
Cost Transparency
?
Credit for clear posted prices, all-in fees, unit costs, public rate cards, margin/cost visibility, or surplus-allocation transparency, especially in markets where opaque quotes, hidden fees, or individualized pricing are normal.
1 / 3

The United States has formal public-budget, records, court, and oversight systems, is relevant to only limited cost-transparency credit because national-security and enforcement opacity remain material.

Calibration notes

Comparative anchor: Column-spectrum position: 189 scored entries below, 11 tied, 26 above on Cost Transparency.

Linked evidence
  • context Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses. [1]
  • The United States has formal public-budget, records, court, and oversight systems, is relevant to only limited cost-transparency credit because national-security and enforcement opacity remain material. [5]

Confidence Basis

Confidence Basis

Confidence is computed from the evidence trail and review state, not typed into the profile by hand.

Medium 74/100

13 verified linked claims 13 direct axis claims 0 disputed claims 13/20 components covered

This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.

Claim confidence 15/20

13 verified linked claims

Source quality 14/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

13 direct claims across 20 active components

Dispute load 12/12

0 disputed claims on this entity

Recency 10/10

Newest accepted timestamp: May 13, 2026

Reviewer status 7/12

Human-reviewed components score higher than AI scaffolding

Component coverage 6/10

13/20 evidence-bearing components have direct support

Evidence State

Evidence State

Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Correction routeUse “Challenge this rating” for factual errors, missing counterevidence, source problems, or calculation mistakes.
Company responseCompany representatives can submit source-backed corrections; payment never changes scores or reviewer authority.

Claims and Sources

Claims are the evidence record. Each claim needs a source link, axis category, status, confidence level, and timestamp before it can support a score.

* Tentative scaffolding score. Not human-checked or final.
1Freedom House rates the United States as free but below the highest-scoring democracies, reflecting real electoral and civil-liberties protections alongside significant institutional weaknesses.

Governance Verified High confidence AI-generated / human-pending

AI scaffold

2USA.gov describes the federal government as the national government of the United States, with authority formally mediated through constitutional public institutions rather than private ownership.

Ownership Verified Medium confidence AI-generated / human-pending

AI scaffold

  • USA.govPrimary public record · 100%
3Freedom House continues to rate the United States as free, is relevant to partial credit because protected dissent and opposition activity.

Openness To Dissent Verified Medium confidence AI-generated / human-pending

AI scaffold

4The United States has enforceable constitutional-rights institutions and civil-liberties traditions, supporting a partial constitutional-spirit bonus despite major failures.

Constitutional Spirit Verified Medium confidence AI-generated / human-pending

AI scaffold

5The United States has formal public-budget, records, court, and oversight systems, is relevant to only limited cost-transparency credit because national-security and enforcement opacity remain material.

Cost Transparency Verified Medium confidence AI-generated / human-pending

AI scaffold

6U.S. rights outcomes remain strongly dependent on elections, courts, agency leadership, and contested constitutional culture, so good behavior is materially reversible.

Reversibility Verified Medium confidence AI-generated / human-pending

AI scaffold

7Amnesty International and Human Rights Watch report serious U.S. rights problems, including criminal-legal, migration, death-penalty, discrimination, and national-security harms.

Human Harm Verified High confidence AI-generated / human-pending

AI scaffold

8U.S. federal war, national-security, border, policing, detention, and death-penalty powers create serious coercive-violence exposure despite constitutional constraints.

Coercive Violence Verified High confidence AI-generated / human-pending

AI scaffold

9The United States remains a very large high-income energy consumer and greenhouse-gas emitter, giving the federal government a material national ecological-harm burden.

Ecological Harm Verified Medium confidence AI-generated / human-pending

AI scaffold

10National-security, immigration, policing, and intelligence activities create material public-accountability opacity even where formal transparency systems exist.

Accountability Opacity Verified Medium confidence AI-generated / human-pending

AI scaffold

11U.S. federal institutions use national identity, borders, citizenship, oath, military, and security narratives in ways that can pressure identity alignment and exclusion.

Identity Capture Verified Medium confidence AI-generated / human-pending

AI scaffold

12The U.S. federal government operates large intelligence, border, and law-enforcement systems with surveillance powers that materially affect citizens and noncitizens.

Surveillance Capture Verified High confidence AI-generated / human-pending

AI scaffold

13United States federal government's public framing is assessed as ideological-disavowal evidence because United States federal government combines major gatekeeping, coercive, or infrastructural power with pronounced claims of neutrality, administrative necessity, national legitimacy, safety, objectivity, or professional expertise.

Ideological Disavowal Verified Medium confidence AI-generated / human-pending

AI scaffold

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