Trust & Reliability Center
Empirical calibration audit: every probability emitted by TypeSafe Jev is backed by held-out verification.
Per statistical calibration literature, Expected Calibration Error (ECE) is subject to bin-estimation variance when N < 1000. SAAKSHYA presents the strictly proper Brier score alongside ECE as the ground truth calibration metric.
Evidence Relevance
Distinguishes physical fieldwork evidence from screenshots, memes, and unrelated photos.
When Jev says 90% sure on evidence relevance, it was right 90.0% of the time on our held-out field photos.
Site Identification
Matches untagged or approximate photos to known restoration plots.
When Jev says 90% sure on site identification, it was right 100.0% of the time on our held-out field photos.
SRC Ecological Grade
Classifies stage of ecological recovery based on ground cover and sapling survival.
When Jev says 90% sure on src ecological grade, it was right 100.0% of the time on our held-out field photos.