---
license: mit
language:
- en
task_categories:
- text-classification
tags:
- law
- access-to-justice
- legal-aid
- coherence
pretty_name: "Clarus Legal Aid Demand Capacity Coherence Decay v0.1"
dataset_id: "legal-aid-demand-capacity-coherence-decay-v0.1"
domain: law
pillar: systemic_legal_coherence
series: "4B"
coherence_pair:
  observable_a: legal_aid_demand
  observable_b: legal_aid_capacity
ground_truth: ground_truth_label
validation_status: pre_release
---
What this dataset is

You receive
demand level
capacity level
wait time
pro se rate
outcome signals

You decide

Is demand and capacity still aligned

Answer

coherent
or
incoherent

Why this matters

When demand exceeds capacity
representation collapses
fairness risk rises

This dataset tracks early warning signals of systemic legal access failure.