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TuxAcknowledgments

Standard academic disclosure block supporting sponsor grant references, collaborator acknowledgments, conflict of interest statements, and IRB ethical oversight notices.

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Research Disclosure Block

Acknowledgments & declarations

Acknowledgments

The authors thank the TTI Connected Infrastructure and Field Operations teams — Jordan Kim, Mariana Vega, and Daniel Park — for sensor calibration and real-time telemetry verification across the 36-month pilot deployment.

Conflicts of interest

The authors declare no competing financial or non-financial interests regarding the findings or technical recommendations of this study.

Ethics & data access

All field sensor testing protocols were conducted in compliance with Texas A&M Institutional Review Board standards (IRB-2022-0418). Aggregated speed and volume telemetry are available through the TTI Open Data Registry; individual vehicle broadcast trajectories are withheld to preserve motorist privacy.

usage syntax

Code snippet

vue
<TuxAcknowledgments
  :funding="[
    { funder: 'Federal Highway Administration (FHWA)', grant: 'HRDS-30-2022-04', url: 'https://highways.dot.gov' },
    { funder: 'Texas Department of Transportation (TxDOT)', grant: '0-7042' },
  ]"
  acknowledgments="The authors thank the TTI Connected Infrastructure and Field Operations teams..."
  conflicts="The authors declare no competing financial or non-financial interests..."
  ethics="All field sensor testing protocols were conducted in compliance with Texas A&M IRB standards..."
/>

api reference

Props

PropTypeDefaultDescription
fundingFundingEntry[][]Array of funding entities with grant/contract numbers and external agency links.
acknowledgmentsstringundefinedNarrative text recognizing technical support, research staff, or facilities.
conflictsstringundefinedConflict of interest declarations ("None declared" or disclosures).
ethicsstringundefinedHuman subject review (IRB), privacy disclosures, and open-data access criteria.