Compas

GPTKB entity

Statements (61)
Predicate Object
gptkbp:instanceOf risk assessment tool
gptkbp:aimsTo reduce crime rates
gptkbp:analyzes defendant data
gptkbp:controversy bias in predictions
gptkbp:criticism lack of transparency
gptkbp:developedBy gptkb:Northpointe,_Inc.
gptkbp:evaluates recidivism risk
gptkbp:has multiple versions
gptkbp:hasGoals high-profile cases
gptkbp:hasTheme subject of studies
https://www.w3.org/2000/01/rdf-schema#label Compas
gptkbp:includes various factors
gptkbp:influences sentencing decisions
gptkbp:isAssociatedWith data privacy issues
public safety concerns
gptkbp:isAttendedBy data scientists
gptkbp:isAvailableIn law enforcement agencies
gptkbp:isAvenueFor ethical implications
gptkbp:isBasedOn historical data
gptkbp:isConsidered policy makers
a controversial tool
a predictive policing tool
a tool for risk management.
gptkbp:isCriticizedFor lack of accountability
racial disparities
gptkbp:isDesignedFor assist in decision making
gptkbp:isEvaluatedBy reliability
researchers
accuracy
fairness
alternative tools
impact on sentencing
gptkbp:isLinkedTo community supervision
judicial outcomes
gptkbp:isLocatedIn various states
correctional facilities
gptkbp:isNear a definitive measure of guilt
gptkbp:isPartOf evidence-based practices
risk management strategies
risk assessment frameworks
criminal justice reform discussions
pretrial services
risk assessment literature
gptkbp:isSubjectTo regulatory oversight
legal scrutiny
gptkbp:isTrainedIn real-world scenarios
gptkbp:isUsedBy judges
support rehabilitation efforts
identify high-risk individuals
inform parole decisions
gptkbp:isUsedFor risk classification
gptkbp:isUsedIn various jurisdictions
gptkbp:isValuedFor predictive accuracy
potential for misuse
gptkbp:isVisitedBy machine learning techniques
enhance decision-making processes
input from stakeholders
gptkbp:provides risk scores
gptkbp:relatedTo defendant's risk to population averages
gptkbp:usedIn criminal justice system
gptkbp:utilizes algorithmic scoring