Health Lens dimensions

Criminal Justice Involvement

Dimension 298 of 1,100 · Health Lens

Excitement Index
0.0645

Criminal Justice Involvement measures the extent to which an expression reflects engagement with criminal acts and formal legal consequences, including police contact, court proceedings, detention, and conviction. It encompasses both behavioral involvement in crime and the degree to which legal sanctions and justice-system contact are part of the person's experience.

evidence final name · Global Perceived Stress

Bands

Minimal Criminal Justice Involvement

Expressions activating this band show little to no clear criminal or legal-system content, or only diffuse interpersonal conflict, stress, or unrelated life problems without established justice-system contact.

Mild Criminal Justice Involvement

Expressions activating this band reflect specific criminal acts or early legal trouble, such as police problems, court appearances, robbery, property damage, or prison-related difficulties, without a strong emphasis on sustained or formalized justice-system history.

Moderate Criminal Justice Involvement

Expressions activating this band reflect recurring or consequential legal problems marked by repeated criminal activity, arrest or court involvement, detention, and stress tied to ongoing dealings with police, lawyers, judges, or incarceration.

Severe Criminal Justice Involvement

Expressions activating this band center on formal criminal adjudication, especially conviction history and being in trouble with the law as a salient, established part of experience.

Evidence summary

Candidate names

Stress96.10
Police Contact84.50
Contact71.00
Police71.00
Criminal63.80

Sentence counts by range

B-8..B-2946,960
B-1..B53,968,175
B6..B1059,534
B11..B177,174

Dataset representation

01__health_reviews__druglib__benefits_effectiveness80
03__fact_checking__liar__truth_ordinal97
05__whole_disney_dataset__rating111
06__text_reviews__acl_imdb__binary_sentiment125
07__emotion_labels__goemotions_reddit__multilabel98
08__dialogue_emotion__empathetic_dialogues__context87
10__social_media_sentiment__sentiment140__binary136
11__consumer_complaints__response_explanation_vs_relief373

Anchor definitions

Minimal Global Perceived Stress

Minimal Global Perceived Stress: Global perceived stress is present at a low level. Expressions activating this band reflect early or diffuse global perceived stress.

Moderate Global Perceived Stress

Moderate Global Perceived Stress: Global perceived stress is experienced here as direct functional disruption, reflecting interference with daily life and measurable impairment. Unlike the band below, where global perceived stress was characterized by a general form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band likely reflect direct functional disruption from global perceived stress.

Intense Global Perceived Stress

Intense Global Perceived Stress: Global perceived stress is clearly present at this level. Unlike the band below, where global perceived stress was characterized by direct functional disruption, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect global perceived stress at this level of intensity.

Peak Global Perceived Stress

Peak Global Perceived Stress: Global perceived stress is clearly present at this level. Compared to the band below, global perceived stress is more intense and concentrated but retains the same essential character. Expressions activating this band reflect global perceived stress at this level of intensity.