e-ISSN: Pending
Negative / Null Result ReportMedicine

Quantifying noise complaint intensity via multi-LLM and revealing vertical greenery mitigation thresholds.

Zhang; Zhang; Kwan; Wang · 2026 · Social science & medicine (1982)

WASTE classifies this as Negative / Null Result Report · AI classification, approximate

The study found no significant effect — useful as a negative control or null benchmark for your own design.

Abstract (excerpt)

Urban noise pollution has become a critical environmental issue affecting residents' quality of life. Existing research struggles to capture heterogeneity in noise sensitivity across different populations and cannot precisely quantify the…

Excerpt shown for reference under fair use — read the full paper at the publisher.

Read full paper at publisher

Hosted by the publisher — may require access.

About to run something similar?

Run an AI Precheck on your own design to catch failure modes like this one before you spend the time. Your first desk check is free.

WASTE indexes this work — it does not host or republish it. Failure-type classification is automated and approximate.

Metadata source: PubMed · DOI 10.1016/j.socscimed.2026.119516