[CAPTURE PORTAL] 119TH CONGRESS

// Legislative Integrity Monitor

Goblin House Intelligence

Stephanie I. Bice

Republican · Representative, OK ·5

Score Components

17 MODERATE

Connection Density 20%

0 → 0

Donor Influence 10%

0 → 0

Silence Risk 25%

10 → 3

Contradiction Risk 25%

36 → 9

Intelligence Volume 10%

56 → 6

Constituency Deviation 5%

0 → 0

Voting Misalignment 5%

0 → 0

% = weight in composite score · Raw component 0–100 × weight = weighted contribution (→) · Sum of contributions = overall score. Hover a row for details.

All five members of Oklahoma's House delegation voted Yea on H.R. 4: Bice (OK-05), Brecheen (OK-02), Cole (OK-04), Hern (OK-01), and Lucas (OK-03). The USA Today/Oklahoman editorial noted that 'the funding cut passed narrowly, 214 to 212, so the votes of the Oklahoma representatives could have made the difference' — a five-vote bloc that was potentially outc

primary · 2025-06-16

OETA (Oklahoma Educational Television Authority), which serves Bice's district and the entire state, receives 11% of its funding from the Corporation for Public Broadcasting — over $1.6 million annually. KOCO reported the CPB rescission 'will create an immediate hole of $300,000' in KOSU's budget and 'impacting Oklahoma's PBS and NPR stations.' Gaylord News

secondary · 2025-07-18

Bice's official June 12, 2025 press release (bice.house.gov) confirms she voted for the package and specifically addressed CPB funding: 'This rescissions package will not affect emergency alert systems, which are vital for states like Oklahoma. While NPR plays a crucial role locally, this rescission package only targets 1% of their federal dollars. Furthermo

primary · 2025-06-12

Bice voted Yea on Roll Call 168 (H.R. 4, Rescissions Act of 2025) on June 12, 2025. The House Clerk's official record confirms 'Bice | Republican | OK | Yea' at line 41. The vote passed 214–212: 214 Republicans Yea, 4 Republicans Nay (Amodei, Fitzpatrick, Turner, and one other), 208 Democrats Nay, 4 Democrats Not Voting, 0 Democrats Yea. The prior 'yea_unver

primary · 2025-06-12

Bice's 2023‑2024 financial disclosure reporting rate is 99.05% (OpenSecrets), with only $8,235 in incomplete or undisclosed contributions, placing her among the most transparent members of Congress by this metric.

secondary · 2024-12-31

Bice's subsequent investment activity has been exclusively in U.S. Treasury bills: she purchased two tranches (each $15,001‑$50,000) on June 22, 2023 (CUSIP 912796ZN2, due September 21, 2023) and September 27, 2023 (CUSIP 912796CR8, due December 28, 2023), both held through a trust (Trust‑CM). These Treasury‑bill purchases are not individual‑stock trades and

primary · 2024-08-10

Bice's only recorded individual‑stock sale is Wells Fargo & Company (WFC), sold on August 6, 2021, for $1,001‑$15,000, reported in a STOCK Act filing dated August 12, 2021. The stock has risen approximately 29% since the sale, per Quiver Quantitative.

primary · 2021-08-06

Quiver Quantitative estimates Stephanie Bice's net worth at $1.3 million as of April 15, 2025, ranking her 251st in Congress, with approximately $790,100 invested in publicly traded assets that Quiver tracks live. The estimate is derived algorithmically from her congressional financial disclosure forms and fluctuates with market prices: it rose to $1.6 milli

secondary · 2025-04-15

[constituency_baseline] Demographic anchor: 2024 general election result (Bice vs. Horn): Bice 60.7% – Horn 39.3%

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[constituency_baseline] Demographic anchor: Median property value (2024): $245,200

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[constituency_baseline] Demographic anchor: Homeownership rate: 65.6%

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[constituency_baseline] Demographic anchor: Bachelor's degree or higher (age 25+): 38.2%

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[constituency_baseline] Demographic anchor: Population Hispanic: 10.7%

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[constituency_baseline] Demographic anchor: Population Black or African American (Non-Hispanic): 10.9%

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[constituency_baseline] Demographic anchor: Population White (Non-Hispanic): 63.0%

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[constituency_baseline] Demographic anchor: Poverty rate (2024): 12.5%

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[constituency_baseline] Demographic anchor: Median household income (2024): $74,730

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[constituency_baseline] Ballot measure: Oklahoma State Question 820 (2023) — Legalize Recreational Marijuana (2023) — failed, margin 62% no – 38% yes

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[constituency_baseline] Ballot measure: Oklahoma State Question 834 (2024) — Clarify that Only U.S. Citizens May Vote (2024) — passed, margin 81% yes – 19% no

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[constituency_baseline] Ballot measure: Oklahoma State Question 833 (2024) — Authorize Public Infrastructure Districts (2024) — failed, margin 62% no – 38% yes

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No connections mapped

Bill	Vote	Date	Alignment
Rescissions Act of 2025 ($9.4 billion in spending rescissions including $1.1 bil	yea_unverified	2025-06-12	mixed
One Big Beautiful Bill Act (Trump tax-and-spending reconciliation, cutting an es	yea	2025-05-22	mixed
Safeguard American Voter Eligibility (SAVE) Act (requiring documentary proof of	yea	2024-07-10	mixed
Ukraine Security Supplemental Appropriations Act, 2024 ($60.8 billion in Ukraine	yea	2024-04-20	deviating
National Commission to Investigate the January 6 Attack on the United States Cap	yea	2021-05-19	deviating

Last contradiction analysis: Never

position_evolution 60/100

Platform: "On January 6, 2021, just hours after a pro-Trump mob stormed the Capitol, Bice voted to object to the certification of electoral votes from Arizona an"

Vote: on "On May 19, 2021, Bice was the ONLY member of the Oklahoma congressional delegation — and one of only"

Bice voted to overturn the election results on January 6 — furthering the cause of the insurrection — then four months later became the only Oklahoma Republican to support an independent commission investigating that same insurrection. This represent

same_source_inconsistency 30/100

Platform: "Bice has repeatedly positioned herself as a fiscal conservative, serving on the House Appropriations Committee and touting her focus on 'reining in ou"

Vote: on "On May 22, 2025, Bice voted in favor of H.R. 1, the One Big Beautiful Bill Act, which the Congressio"

[auto-downgraded: both claims come from the same source host] Bice campaigned and legislated as a fiscal conservative focused on reining in spending, yet voted for H.R. 1, which CBO scored as adding over $4 trillion to the national debt. Her vote was

Last silence detection: Never

Market impact of Trump administration tariffs on Oklahoma farmers and consumers (2025)

106d silent

Expected position: As a member of the House Appropriations Committee representing a district where agriculture and oil & gas are major industries, and given her frequent statements on energy costs and

No donor interests mapped

No constituency baseline modelled

No platform commitments archived

No committee memberships recorded

Scoring Methodology

The Capture Risk Score is a composite 0–100 index measuring potential regulatory capture of elected officials. It is computed from seven weighted components:

Component	Weight	Signal
Silence Risk	25%	Topics where donors have interests but the official is silent
Contradiction Risk	25%	Stated positions contradicted by voting record (recent findings boosted)
Connection Density	20%	Mapped relationships to lobbyists, contractors, interest groups
Intelligence Volume	10%	Documented facts from verified sources (logarithmic scale)
Donor Influence	10%	Distinct donors with interests overlapping committee jurisdiction
Constituency Deviation	5%	Gap between district priorities and legislative focus
Voting Misalignment	5%	Floor votes contradicting stated platform positions

Each component produces a raw score 0–100. The weighted sum yields the overall score. Tier thresholds: Critical ≥ 45, High ≥ 36, Elevated ≥ 22, Moderate ≥ 10, Low < 10.

Officials without at least 2 documented facts, 1 contradiction analysis, 1 voting record, or 1 constituency baseline are marked Insufficient Evidence and excluded from numeric ranking.

Contradiction findings from the last 180 days receive a recency boost. High-severity contradictions (score ≥ 70) receive additional weight.

Full methodology: /congress/methodology

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