Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: The impact of overbooking on a pre-trial risk assessment tool   Pre-trial risk assessment tools are used to make recommendations to judges
about appropriate conditions of pre-trial supervision for people who have been
arrested. Increasingly, there is concern about whether these models are
operating fairly, including concerns about whether the models' input factors
are fair measures of one's criminal activity. In this paper, we assess the
impact of booking charges that do not result in a conviction on a popular risk
assessment tool, the Arnold Public Safety Assessment. Using data from a pilot
run of the tool in San Francisco, CA, we find that booking charges that do not
result in a conviction (i.e. charges that are dropped or end in an acquittal)
increased the recommended level of pre-trial supervision in around 27% of cases
evaluated by the tool

22
The categories of this paper are: chao-dyn
27
The categories of this paper are: comp-gas
37
The categories of this paper are: supr-con
2
The categories of this paper are: math
5
The categories of this paper are: gr-qc
23
The categories of this paper are: solv-int
35
The categories of this paper are: mtrl-th
8
The categories of this paper are: hep-ex
6
The categories of this paper are: astro-ph
17
The categories of this paper are: q-fin
1
The categories of this paper are: cs
0
The categories of this paper are: hep-ph
20
The categories of this paper are: acc-phys
21
The categories of this paper are: adap-org
28
The categories of this paper are: alg-geom
4
The categories of this paper are: cond-mat