Evidence-Guided
Environmental Reasoning
“AquaForensics doesn’t ask AI to decide what happened.
It asks what evidence we need to find out.”
Turn citizen science observations of urban water anomalies into structured investigations, competing latent hypotheses (Reach-wide vs Local vs Transient), uncertainty estimates, and mathematically computed Next-Best-Evidence (EIG) recommendations.
Deterministic Investigation Scenario
Explore a synthetic AquaForensics investigation from first observation to updated evidence.
Static single-point capture without active investigative guidance.
Active entropy reduction guiding citizen observers where to look next.
Scientifically Honest Environmental Reasoning
EXPERT_ELICITED_UNCALIBRATED"AquaForensics does not ask AI to decide what happened. It asks what evidence we need to find out."
All numeric model scores represent assumption-sensitivity model support under expert-elicited engineering parameters (EXPERT_ELICITED_UNCALIBRATED), NOT calibrated real-world probabilities. Investigation states represent candidate hypotheses for triage, not confirmed causes or diagnoses.
Initialize New Investigation
Create evidence-guided investigation container