[CAPTURE PORTAL] 119TH CONGRESS

// Legislative Integrity Monitor

Goblin House Intelligence

Kat Cammack

Republican · Representative, FL ·3

Score Components

27 ELEVATED

Connection Density 20%

4 → 1

Donor Influence 10%

0 → 0

Silence Risk 25%

0 → 0

Contradiction Risk 25%

82 → 21

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.

Andreessen Horowitz contributed $19,800 to Cammack's 2024 campaign — the largest single contributor — reflecting tech sector interest in her Energy and Commerce Committee seat's jurisdiction over communications and technology regulation, a donor alignment that is unrelated to the SAVE Act but establishes the broader pattern of her fundraising being concentra

secondary · 2024

FL-03's demographic composition — 15.5% Black, 12.6% Hispanic, with a median household income of $60,712 and a poverty rate of 11% — places it among the districts where GAO-documented disparities in passport ownership and birth certificate accessibility are most likely to create differential registration burdens under the SAVE Act's documentary proof require

inferential · 2024

Cammack's SAVE Act co-sponsorship occurred in the same month — May 2024 — as her public disclosure of an ectopic pregnancy requiring medical treatment, creating a contemporaneous juxtaposition of personal medical access difficulty and legislative support for a bill critics characterize as creating access barriers, that has not been examined in any public rep

secondary · 2024-05

The SAVE Act passed the House in July 2024 but had not been enacted into law as of available records, meaning Cammack's co-sponsorship represents a position statement and political commitment rather than an enacted policy change affecting her constituents.

secondary · 2024-07

Cammack co-sponsored the SAVE Act (H.R. 22) in a district containing the University of Florida with approximately 55,000 students — a population with characteristically low rates of passport ownership who primarily use driver's licenses for voter registration — creating a documented potential gap between the bill's documentation requirements and the registra

inferential · 2024-05

[constituency_baseline] Demographic anchor: Hispanic population share: 12.6%

secondary

[constituency_baseline] Demographic anchor: Black population share: 15.5%

secondary

[constituency_baseline] Demographic anchor: White (Non-Hispanic) population share: 67.6%

secondary

[constituency_baseline] Demographic anchor: Cook Partisan Voting Index: R+23

secondary

[constituency_baseline] Demographic anchor: unemployment rate: 4.7%

secondary

[constituency_baseline] Demographic anchor: median age: 40.1

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[constituency_baseline] Demographic anchor: bachelor's degree or higher: 29.3%

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[constituency_baseline] Demographic anchor: homeownership rate: 68.2%

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[constituency_baseline] Demographic anchor: poverty rate: 11%

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[constituency_baseline] Demographic anchor: median household income: $60,712

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[constituency_baseline] Ballot measure: Florida Amendment 4 — Right to Abortion Initiative (2024) (2024) — failed, margin 57% Yes — 43% No (failed to meet 60% threshold)

secondary

[constituency_baseline] Dominant industry: NAICS 44-45 (share 0.12)

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[constituency_baseline] Dominant industry: NAICS 61 (share 0.13)

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[constituency_baseline] Dominant industry: NAICS 62 (share 0.16)

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[constituency_baseline] Top employer: Alachua County Public Schools (4000 employees)

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Andreessen Horowitz donor 2024: $19,800 — largest single contributor for the 2024 cycle. Reflects crypto/tech sector interest in her committee pos

Bill	Vote	Date	Alignment
One Big Beautiful Bill Act (OBBBA)	yea	2025-07-03	misaligned
Laken Riley Act (119th Congress)	yea	2025-01-07	deviating
SAVE Act (Safeguard American Voter Eligibility)	cosponsored	2024-05-09	mixed
Israel Security Supplemental Appropriations Act, 2024	yea	2024-04-20	aligned
Ukraine Security Supplemental Appropriations Act, 2024	nay	2024-04-20	deviating
Impeachment of DHS Secretary Alejandro Mayorkas	yea	2024-02-13	deviating
Fiscal Responsibility Act of 2023 (Debt Ceiling)	nay	2023-05-31	deviating
Objection to 2020 Electoral College Certification (January 6, 2021)	yea	2021-01-06	misaligned

Last contradiction analysis: Never

reversal 90/100

Platform: "Cammack voted yea on the OBBBA, which the CBO projected would add $3.4 trillion to deficits and cut $1 trillion from Medicaid/SNAP. Her press release "

Vote: on "Cammack voted against the Fiscal Responsibility Act of 2023, stating it 'didn't go nearly far enough"

Cammack voted against the 2023 debt ceiling deal as insufficiently fiscally conservative, yet voted yea on the OBBBA which the CBO projected would add $3.4 trillion to the federal deficit — roughly ten times the deficit impact of the bill she opposed

platform_vs_vote 60/100

Platform: "Cammack experienced homelessness firsthand in 2011 after her family lost their cattle ranch. She has cited this experience as shaping her political wo"

Vote: on "Cammack has refused to hold in-person town halls since before Trump's second term began. Angry const"

Cammack's personal story of homelessness resonates with constituents struggling with poverty, yet she voted for an OBBBA that cut approximately $1 trillion from Medicaid and SNAP — programs on which thousands of her constituents rely. She also refuse

same_source_inconsistency 30/100

Platform: "Cammack co-sponsored the Riley Gaines Act (H.R. 7368) and the Dismemberment Abortion Ban Act of 2026, consistently voting for restrictive abortion leg"

Vote: on "In May 2024, Cammack experienced an ectopic pregnancy and later described having to plead with docto"

Cammack champions restrictive abortion legislation while sharing her own traumatic ectopic pregnancy experience where she 'had to plead' for treatment — a scenario that became more legally fraught in restrictive states precisely because of laws like

Last silence detection: Never

No active silences

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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