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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.

A classroom-oriented interactive paper walks through repetition codes, syndrome measurement, and decoder intuition. The sample shows how Science Orbit can host computational notebooks, public comments, and versioned educational research objects.

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.