Health Lens dimensions

Criminal Justice Involvement

Dimension 844 of 1,100 · Health Lens

Excitement Index
0.0498

Criminal Justice Involvement measures the extent to which an expression reflects engagement with unlawful behavior and formal legal consequences, including police contact, arrest, charges, conviction, detention, and custody. It encompasses both substance-related offending and other acts that bring a person into contact with law enforcement or the courts.

evidence final name · Driving Drunk

Bands

Absent Criminal Justice Involvement

Expressions activating this band do not show a recognizable pattern of unlawful behavior or legal consequences and are largely unrelated to police, court, or custody experiences.

Low Criminal Justice Involvement

Expressions activating this band describe isolated misconduct, risky behavior, or substance-related incidents that may lead to conflict, injury, or occasional police contact. Legal consequences are possible but not yet framed as sustained or formal justice-system involvement.

Moderate Criminal Justice Involvement

Expressions activating this band describe clear encounters with law enforcement or confinement, such as being caught by police, charged with a crime, sent to jail, or reporting recent trouble with the law. The involvement is concrete and formally recognized by authorities.

High Criminal Justice Involvement

Expressions activating this band describe established legal sanctions for criminal or substance-related behavior, including arrest, conviction, and impaired driving offenses. The expression centers on documented offenses and court-relevant consequences.

Severe Criminal Justice Involvement

Expressions activating this band describe repeated or serious custody-related consequences, especially arrest or detention for drunk or dangerous behavior. The expression reflects direct, consequential involvement with law enforcement tied to criminal offending.

Evidence summary

Candidate names

Driving Drunk1.00
Arrested0.50
Are0.50

Sentence counts by range

B-7..B-410,166
B-3..B44,900,315
B5..B1170,919
B12..B19439
B20..B264

Dataset representation

01__health_reviews__druglib__benefits_effectiveness44
03__fact_checking__liar__truth_ordinal71
05__whole_disney_dataset__rating51
06__text_reviews__acl_imdb__binary_sentiment58
07__emotion_labels__goemotions_reddit__multilabel76
08__dialogue_emotion__empathetic_dialogues__context77
10__social_media_sentiment__sentiment140__binary66
11__consumer_complaints__response_explanation_vs_relief117

Anchor definitions

Minimal Driving Drunk

Minimal Driving Drunk: Content characterized by medicare, board, les, and related themes. Expressions activating this band reflect driving drunk at this level.

Emerging Driving Drunk

Emerging Driving Drunk: Content characterized by heck, injured, result, and related themes. Expressions activating this band reflect driving drunk at this level.

Elevated Driving Drunk

Elevated Driving Drunk: Content characterized by driving, probation, released, and related themes. Expressions activating this band reflect driving drunk at this level.

Severe Driving Drunk

Severe Driving Drunk: Content characterized by driver, driving, traffic, and related themes. Expressions activating this band reflect driving drunk at this level.