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The Shiny interface exposes a compact subset of the package workflow for teaching and exploratory configuration. Four guided simulations illustrate discrete classes, a continuous gradient, grouped sampling and transfer across monitoring domains. Recommended settings, downloadable example data, a generic CSV template and in-app interpretation guidance support first-time use. Every completed run can export its exact R script and a YAML configuration snapshot. The GUI cannot currently import that snapshot to restore its controls. The exported script, not the GUI session or snapshot, is the executable analysis record. The interface is designed for a local R session, and SOMevidence sends no telemetry. In a local session, selected files remain on the local computer. A remotely deployed Shiny application transfers selected files to its host, whose operator is responsible for access controls and data handling.

Usage

launch_som_app()

Value

A shiny.appobj. Pass it to shiny::runApp() or print it in an interactive R session. The application does not return an analysis result; users can export the executable R script for a configured run.

Lifecycle

Experimental. The interface and its exported configuration snapshot schema may change after independent usability testing. The ordinary R API remains the authoritative analysis interface.