Health Lens dimensions

Legal Involvement

Dimension 953 of 1,100 · Health Lens

Excitement Index
0.0454

Legal Involvement measures the extent to which an expression reflects contact with legal or court-related matters, including disputes, police problems, court appearances, and the personal impact of those events. It encompasses both routine or peripheral references to legal issues and direct, consequential involvement in formal proceedings.

evidence final name · Police Contact

Bands

Minimal Legal Involvement

Expressions activating this band contain little to no clear legal or court-related content, or only incidental references that do not indicate active engagement with legal matters.

Low Legal Involvement

Expressions activating this band refer to legal, criminal, or rule-based matters in a general, evaluative, or background way, such as mentioning convictions, arguing a case, or dissatisfaction with institutions, without clear evidence of ongoing court participation.

Moderate Legal Involvement

Expressions activating this band describe recognizable engagement with legal conflict or court-related situations, including police problems, custody matters, divorce, legal stress, or a firm stance in pursuing a dispute.

High Legal Involvement

Expressions activating this band center on active legal proceedings and help-seeking around them, with concrete references to police incidents involving court appearance, attorneys, testimony, fairness, and support during the process.

Severe Legal Involvement

Expressions activating this band portray legal proceedings as immediate, consequential, and personally burdensome, emphasizing the severity of police-related court appearance, direct participation in court, and the need to discuss or cope with the experience.

Evidence summary

Candidate names

Police Contact78.40
Contact67.30
Police67.30
Antisocial Police Contact51.20
Antisocial Police45.30

Sentence counts by range

B-7..B-2718,009
B-1..B53,962,366
B6..B12287,249
B13..B2113,311
B22..B34908

Dataset representation

01__health_reviews__druglib__benefits_effectiveness74
03__fact_checking__liar__truth_ordinal142
05__whole_disney_dataset__rating97
06__text_reviews__acl_imdb__binary_sentiment224
07__emotion_labels__goemotions_reddit__multilabel168
08__dialogue_emotion__empathetic_dialogues__context187
10__social_media_sentiment__sentiment140__binary253
11__consumer_complaints__response_explanation_vs_relief584

Anchor definitions

Minimal Police Contact

Minimal Police Contact: Police contact is present at a low level. Expressions activating this band reflect early or diffuse police contact.

Emerging Police Contact

Emerging Police Contact: Police contact is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Unlike the band below, where police contact 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 engage with police contact at a level associated with formal behavioral assessment.

Elevated Police Contact

Elevated Police Contact: Police contact is clearly present at this level. Unlike the band below, where police contact was characterized by the behavioral form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect police contact at this level of intensity.

Severe Police Contact

Severe Police Contact: Police contact is clearly present at this level. Compared to the band below, police contact is more intense and concentrated but retains the same essential character. Expressions activating this band reflect police contact at this level of intensity.