Exploratory screen only.
The real-data output contains 6 observed closures.
That is not enough to validate institution-level forecasts or operational decisions.
Search 1,516 institutions from the retained College Scorecard and IPEDS output. Compare stress indicators and model scores across three tiers; do not read them as calibrated closure probabilities.