Loading approved evidence
Retrieving and verifying the requested analytical release. Result data loads before optional map boundaries and source checks.
Your filters and release stay in the address. Navigation remains available.
Retrieving and verifying the requested analytical release. Result data loads before optional map boundaries and source checks.
Your filters and release stay in the address. Navigation remains available.
DATA LAB · GUIDED EVIDENCE
Explore what a released study found, how it was assessed and what remains untested. Every response identifies its study version and evidence.
Evidence guide, with a fixed set of supported questions. Search helps you find a question; responses use reviewed study records and stored results. This is not an open-ended AI chat. It does not fit models or infer missing evidence.
Try the London comparison workflow →london-qualifications-reproducible-v1
Search the question topics below. Your text stays in this tab.London regional baseline and qualifications
Study: london-qualifications-reproducible-v1 · Evidence register: 2026-10-21
Documented in this releaseExploratory regional baseline candidate; no social block passes every original gate. Pricing approval absent.
Evidence 1 ↗Source location:/records/0/decision99 previously inspected 2023–2025 rows. Deviance 1035.57 versus 2225.11; gain 53.46%. This is the regional baseline comparison, not the incremental social-feature gain.
Evidence 2 ↗Source location:scope=London; period=pooled; id=S; comparator=NA prospectively frozen specification and genuinely uninspected period or external geography, followed by human actuarial validation.
Evidence register ↗/records/0/nextEvidenceIndependent future performance, causal effects and pricing approval are not established by this guide. Reproducing released arithmetic does not create a new validation sample.
“Documented” means the statement is recorded in the named release. It does not mean the finding generalises to another population or period.
Evidence-register SHA-256
0a7847942bcf7a7a0160ccbca6e4fd503e9aca81ec2e49884f60801ec9be3d9f