National Student Clearinghouse

nonprofit education-data and verification organization

National Student Clearinghouse

Industry Education

A nonprofit education-data organization providing enrollment, degree, loan-status, transcript, research, and verification services across U.S. education. National Student Clearinghouse scores in the middle because nonprofit status and efficiency are real goods, but students are still placed inside a centralized education-record infrastructure used by schools, lenders, employers, and agencies.

Why this matters: Education records now function as employment and loan gatekeeping data, so the clearinghouse should be visible.

Letter grade D Extractive High confidence (AI) Rubric gcd-rubric-v1

Final Score 32* D - Extractive

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

Base Material37
Bonus+2
Cap66No structure cap
After Cap39
Penalties-7
!Not Verified
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Evaluation Overview

D - Extractive

The score turns mainly on Ownership, with the largest penalty coming from Accountability Opacity.

Strengths

  • Ownership5/10
  • Extraction5/10
  • Scale Integrity5/5

Penalties

  • Accountability Opacity-2
  • Identity Capture-2
  • Surveillance Capture-2
  • Ideological Disavowal-1

Evidence state

  • ConfidenceHigh confidence (AI)
  • ThoroughnessDeveloped (AI)
  • Linked claims15
  • Direct axis claims15
  • Coverage15/15

Scoring Axes

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

National Student Clearinghouse's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the education category.

Calibration notes

Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions.

Linked evidence
  • National Student Clearinghouse's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the education category. [1]
  • context National Student Clearinghouse's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2]
  • context National Student Clearinghouse's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3]
  • context National Student Clearinghouse's public materials do not show ordinary workers holding full binding democratic control over the institution. [4]
  • context National Student Clearinghouse operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5]
  • context National Student Clearinghouse's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6]
  • context National Student Clearinghouse operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7]
  • context National Student Clearinghouse's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8]
  • context National Student Clearinghouse's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
4 / 10

National Student Clearinghouse's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers.

Calibration notes

Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions.

Linked evidence
  • context National Student Clearinghouse's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the education category. [1]
  • National Student Clearinghouse's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2]
  • context National Student Clearinghouse's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3]
  • context National Student Clearinghouse's public materials do not show ordinary workers holding full binding democratic control over the institution. [4]
  • context National Student Clearinghouse operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5]
  • context National Student Clearinghouse's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6]
  • context National Student Clearinghouse operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7]
  • context National Student Clearinghouse's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8]
  • context National Student Clearinghouse's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
5 / 10

National Student Clearinghouse's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery.

Calibration notes

Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions.

Linked evidence
  • context National Student Clearinghouse's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the education category. [1]
  • context National Student Clearinghouse's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2]
  • National Student Clearinghouse's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3]
  • context National Student Clearinghouse's public materials do not show ordinary workers holding full binding democratic control over the institution. [4]
  • context National Student Clearinghouse operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5]
  • context National Student Clearinghouse's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6]
  • context National Student Clearinghouse operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7]
  • context National Student Clearinghouse's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8]
  • context National Student Clearinghouse's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
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.
3 / 7

National Student Clearinghouse's linked public materials do not show ordinary workers holding full binding democratic control over the institution.

Calibration notes

Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions.

Linked evidence
  • context National Student Clearinghouse's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the education category. [1]
  • context National Student Clearinghouse's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2]
  • context National Student Clearinghouse's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3]
  • National Student Clearinghouse's public materials do not show ordinary workers holding full binding democratic control over the institution. [4]
  • context National Student Clearinghouse operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5]
  • context National Student Clearinghouse's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6]
  • context National Student Clearinghouse operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7]
  • context National Student Clearinghouse's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8]
  • context National Student Clearinghouse's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
4 / 7

National Student Clearinghouse operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power.

Calibration notes

Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions.

Linked evidence
  • context National Student Clearinghouse's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the education category. [1]
  • context National Student Clearinghouse's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2]
  • context National Student Clearinghouse's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3]
  • context National Student Clearinghouse's public materials do not show ordinary workers holding full binding democratic control over the institution. [4]
  • National Student Clearinghouse operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5]
  • context National Student Clearinghouse's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6]
  • context National Student Clearinghouse operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7]
  • context National Student Clearinghouse's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8]
  • context National Student Clearinghouse's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
4 / 7

National Student Clearinghouse's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise.

Calibration notes

Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions.

Linked evidence
  • context National Student Clearinghouse's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the education category. [1]
  • context National Student Clearinghouse's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2]
  • context National Student Clearinghouse's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3]
  • context National Student Clearinghouse's public materials do not show ordinary workers holding full binding democratic control over the institution. [4]
  • context National Student Clearinghouse operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5]
  • National Student Clearinghouse's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6]
  • context National Student Clearinghouse operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7]
  • context National Student Clearinghouse's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8]
  • context National Student Clearinghouse's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
3 / 5

National Student Clearinghouse operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice.

Calibration notes

Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions.

Linked evidence
  • context National Student Clearinghouse's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the education category. [1]
  • context National Student Clearinghouse's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2]
  • context National Student Clearinghouse's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3]
  • context National Student Clearinghouse's public materials do not show ordinary workers holding full binding democratic control over the institution. [4]
  • context National Student Clearinghouse operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5]
  • context National Student Clearinghouse's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6]
  • National Student Clearinghouse operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7]
  • context National Student Clearinghouse's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8]
  • context National Student Clearinghouse's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
4 / 5

National Student Clearinghouse's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability.

Calibration notes

Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions.

Linked evidence
  • context National Student Clearinghouse's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the education category. [1]
  • context National Student Clearinghouse's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2]
  • context National Student Clearinghouse's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3]
  • context National Student Clearinghouse's public materials do not show ordinary workers holding full binding democratic control over the institution. [4]
  • context National Student Clearinghouse operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5]
  • context National Student Clearinghouse's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6]
  • context National Student Clearinghouse operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7]
  • National Student Clearinghouse's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8]
  • context National Student Clearinghouse's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
5 / 5

National Student Clearinghouse's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities.

Calibration notes

Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions.

Linked evidence
  • context National Student Clearinghouse's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the education category. [1]
  • context National Student Clearinghouse's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2]
  • context National Student Clearinghouse's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3]
  • context National Student Clearinghouse's public materials do not show ordinary workers holding full binding democratic control over the institution. [4]
  • context National Student Clearinghouse operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5]
  • context National Student Clearinghouse's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6]
  • context National Student Clearinghouse operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7]
  • context National Student Clearinghouse's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8]
  • National Student Clearinghouse's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]

Penalties

Penalty Applied Why this penalty
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.
-2

National Student Clearinghouse's public record makes Accountability Opacity relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Calibration notes

Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions.

Linked evidence
  • National Student Clearinghouse's public record makes Accountability Opacity relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [12]
Identity Capture
?
Customer pressure, employee pressure, and pervasive identity saturation. Range: -3 to 0.
-2

National Student Clearinghouse's public record makes Identity Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Calibration notes

Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions.

Linked evidence
  • National Student Clearinghouse's public record makes Identity Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [13]
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.
-2

National Student Clearinghouse's public record makes Surveillance Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Calibration notes

Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions.

Linked evidence
  • National Student Clearinghouse's public record makes Surveillance Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [14]
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.
-1

National Student Clearinghouse's public record makes Ideological Disavowal relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Calibration notes

Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions.

Linked evidence
  • National Student Clearinghouse's public record makes Ideological Disavowal relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [15]

Bonus Credits

Bonus Credit Why this credit
Good Deal
?
Credit for unusually fair value: durable quality, fair pricing, low lock-in, and clear customer surplus.
1 / 3

National Student Clearinghouse's public record makes Good Deal relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Calibration notes

Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions.

Linked evidence
  • National Student Clearinghouse's public record makes Good Deal relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [10]
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

National Student Clearinghouse's public record makes Cost Transparency relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Calibration notes

Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions.

Linked evidence
  • National Student Clearinghouse's public record makes Cost Transparency relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [11]

Confidence Basis

Confidence Basis

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

High 81/100

15 verified linked claims 15 direct axis claims 0 disputed claims 15/15 components covered

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

Claim confidence 16/20

15 verified linked claims

Source quality 12/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

15 direct claims across 15 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 10/10

15/15 evidence-bearing components have direct support

Evidence State

Evidence State

Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceHigh 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.
1National Student Clearinghouse's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the education category.

Ownership Verified High confidence Human-reviewed

2National Student Clearinghouse's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers.

Governance Verified High confidence Human-reviewed

3National Student Clearinghouse's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery.

Extraction Verified High confidence Human-reviewed

4National Student Clearinghouse's public materials do not show ordinary workers holding full binding democratic control over the institution.

Labor Sovereignty Verified Medium confidence Human-reviewed

5National Student Clearinghouse operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power.

Solidarity Unemployed Verified Medium confidence Human-reviewed

6National Student Clearinghouse's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise.

Loss Bearing Fidelity Verified High confidence Human-reviewed

7National Student Clearinghouse operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice.

Market Conduct Verified High confidence Human-reviewed

8National Student Clearinghouse's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability.

Product Integrity Verified High confidence Human-reviewed

9National Student Clearinghouse's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities.

Scale Integrity Verified High confidence Human-reviewed

10National Student Clearinghouse's public record makes Good Deal relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Good Deal Verified Medium confidence Human-reviewed

11National Student Clearinghouse's public record makes Cost Transparency relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Cost Transparency Verified Medium confidence Human-reviewed

12National Student Clearinghouse's public record makes Accountability Opacity relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Accountability Opacity Verified Medium confidence Human-reviewed

13National Student Clearinghouse's public record makes Identity Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Identity Capture Verified Medium confidence Human-reviewed

14National Student Clearinghouse's public record makes Surveillance Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Surveillance Capture Verified Medium confidence Human-reviewed

15National Student Clearinghouse's public record makes Ideological Disavowal relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Ideological Disavowal Verified Medium confidence Human-reviewed

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Evidence comes in through contributors, is checked by verifiers, and is synthesized by reviewers. Founder authority remains narrow and visible; scores recalculate when verified claims or the rubric change.

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Audit Log

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