Markwayne Mullin

RepublicanOKSenator

Score based on 8 evidence items

Compare with another senator →
53%49% conf

Overall Score

P1P2P3P4P552%61%52%50%50%

Principle Profile

OECD Principle Alignment

Inclusive Growth, Sustainable Development & Well-being

52%(68% confidence)

Based on 3 items: 1 vote, 2 sponsorships

Human-Centered Values & Fairness

61%(71% confidence)

Based on 3 items: 1 vote, 2 sponsorships

Transparency & Explainability

52%(52% confidence)

Based on 2 items: 2 sponsorships

How This Score Was Calculated

1

Evidence Collection

We collect floor votes, bill sponsorships, co-sponsorships, committee statements, floor speeches, and press releases from public congressional records.

2

AI Classification

Each evidence item is filtered by AI relevance keywords, then classified by Claude AI for relevance to OECD principles. Bills are classified for direction. Statements have structured claims extracted.

3

Deterministic Scoring

Scores are computed using transparent math. Each evidence type has a weight (votes: 1.0, sponsorships: 0.9, statements: 0.4-0.6). Temporal decay reduces older evidence.

Evidence Type Weights

Floor Vote1.0
Bill Sponsorship0.9
Bill Co-sponsorship0.7
Committee Statement0.6
Floor Speech0.5
Press Release0.4
Social Media0.2

Evidence Trail

Every score is traceable to specific evidence items below.

Bill Co-sponsorshipOct 9, 2025P1P2P3
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Bill Co-sponsorshipApr 9, 2025P1P2P3
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Floor VoteJul 1, 2001P1P2

Vote: YEA on Blackburn Amdt. No. 2814; To strike the section relating to support for artificial intelligence. - On the Amendment <measure>S.Amdt. 2814</measure>

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