Datasets:
metadata
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.