Ben Carver

We combine open Sentinel imagery, field plots, and transparent uncertainty estimates to identify coastal wetlands with high carbon recovery potential. The sample workflow demonstrates how authors can attach datasets, code repositories, AI summaries, public review, and replication signals to a preprint.

This demonstration paper evaluates a simple interpretable triage model trained on synthetic rural clinic operations data. It highlights model cards, fairness checks, negative results, and reviewer-visible limitations for operational health research.