Cash bail punishes poverty, not flight risk

Quality and quantity of direct evidence for or against the claim — RCTs, systematic reviews, natural experiments, large cohort studies.

Studies of bail-setting (Dobbie, Goldin & Yang 2018; Arnold Foundation risk-tool analyses) directly document that release outcomes track ability to pay bail amounts, not independently-assessed flight or danger risk.

Whether the proposed mechanism is valid and established — does the how make sense, or are there fundamental flaws in the causal logic?

Detention-to-outcome mechanism is well-established: detained defendants face pressure to plead guilty for faster release, lose jobs/housing during detention, and appear before judges without the mitigating context a released defendant can provide.

Degree of agreement among domain experts and relevant scientific or policy bodies — depth and quality of consensus, not just majority opinion.

Broad agreement across criminal justice researchers and reform-minded prosecutors that cash bail amount is a poor proxy for risk; multiple jurisdictions have replaced or supplemented it with risk-assessment tools for this reason.

Whether findings hold across independent studies, populations, and contexts — resistance to p-hacking and publication bias.

The pattern (detention predicted by wealth, detention causally worsens case outcomes) replicates across multiple jurisdictions' natural experiments comparing randomly assigned judges with different bail-setting tendencies.