PsyProxy
Health Lens dimensions

Collaborative Alignment

Dimension 67 of 1,100 · Health Lens

Excitement Index
0.0814

Collaborative Alignment measures the extent to which expressions describe coordinated, mutually accepted participation in shared decisions, priorities, and working relationships. It encompasses the ability to handle disagreement, build consensus, sustain cooperation, and remain committed to collective action.

evidence final name · Before Now

Bands

Minimal Collaborative Alignment

Expressions activating this band contain little or no clear collaborative coordination, often focusing on unrelated topics, isolated events, or undifferentiated interpersonal situations without a stable shared decision process.

Low Collaborative Alignment

Expressions activating this band describe inconsistent or situational coordination, with references to conflict, uneven decision influence, or ad hoc meetings and interactions rather than an established shared working relationship.

Moderate Collaborative Alignment

Expressions activating this band describe active cooperation among partners, including shared planning, legitimacy, diverse participation, and the capacity to work through disagreement while maintaining the relationship.

High Collaborative Alignment

Expressions activating this band describe accepted joint decision-making, influence within the group, and consensus that is sufficient for coordinated action even when full agreement is not present.

Strong Collaborative Alignment

Expressions activating this band describe well-integrated collaboration marked by shared priorities, broad participation, commitment to collective decisions, and careful coordination of objectives across partners.

Evidence summary

Candidate names

Before Now48.10
Locke-wallace Marital Adjustment42.20
Group Dynamics40.30
Before40.20
Control Before Now37.30

Sentence counts by range

B-7..B-4654
B-3..B34,468,339
B4..B9512,377
B10..B12434
B13..B1939

Dataset representation

01__health_reviews__druglib__benefits_effectiveness69
03__fact_checking__liar__truth_ordinal71
05__whole_disney_dataset__rating96
06__text_reviews__acl_imdb__binary_sentiment144
07__emotion_labels__goemotions_reddit__multilabel76
08__dialogue_emotion__empathetic_dialogues__context95
10__social_media_sentiment__sentiment140__binary105
11__consumer_complaints__response_explanation_vs_relief195

Anchor definitions

Minimal Before Now

Minimal Before Now: Expressions show no meaningful before now content. The proxy is effectively absent. Expressions activating this band are unrelated to before now.

Emerging Before Now

Emerging Before Now: Before now is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. This is the first band where before now becomes detectable. Expressions activating this band likely reflect before now at a clinical or disorder-relevant level.

Elevated Before Now

Elevated Before Now: Before now is clearly present at this level. Unlike the band below, where before now was characterized by the clinical form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect before now at this level of intensity.

Severe Before Now

Severe Before Now: Before now is present here in a general or mixed form without a single dominant facet. Unlike the band below, where before now 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 may reflect general or diffuse before now.