From raw evidenceto a clear decision.
A research interface that makes the path from molecular data to bounded conclusions visible.
Full-stack development, data workflows, review states and export interfaces.
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The challenge
Let researchers inspect data transformations and the evidence supporting them.
The outcome
An accessible contest demonstration, distinct from the EcoGenesis encyclopedia. Rule outputs are not independent scientific validation.
One workflow. Four clear steps.
Input, validation, rule checks and export form a single workflow. A built-in synthetic demo lets visitors explore the interface without uploading private data.
Explain the boundary.
The result separates bounded candidates from records requiring review or repair. These are outputs of configured rules, not independently validated species identifications or GBIF acceptance.
Andrey — full-stack development and integrations.
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