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Verifiable open science — pre-register, log, sense, analyze, reproduce, and publish positive OR negative results to a public registry.

Verifiable open science — pre-register, log, sense, analyze, reproduce, and publish positive OR negative results to a public registry.

What's included

Pre-registration → hash-stamped Verified-by-Turtini PDF (tamper-proof timestamp)

Hash-chained lab notebook — every daily session is signed and ordered

Sensor binding — bind any IoT device so live readings stream into the evidence chain

Wally analysis — stat tests, outlier detection, anomaly watch against pre-registered thresholds

Wally drafts daily session summaries + final result writeups from your raw data (you review/edit, never auto-publish)

Negative Results Registry — publish dead-ends with a DOI so others don't re-run them

Python/R reproducibility containers — anyone can re-run the analysis and see an output diff

Public DOIs (free internal; DataCite real DOIs on paid plan)

Citizen Science crossover — surfaces Personal-context observations as datasets for indie research

About this module

Discovery is the operating system for verifiable, reproducible science. Pre-register your hypothesis + protocol + thresholds → hash-stamped Verified-by-Turtini PDF as a tamper-proof timestamp. Hash-chained lab notebook signs every daily session.

Sensor binding — bind any IoT device so live readings stream into the evidence chain. Wally handles stat tests, outlier detection, and anomaly watch against your pre-registered thresholds, then drafts session summaries + final writeups from your raw data (you review and edit; never auto-publish). Both positive AND negative results publish to the public registry — the file-drawer problem dies.

What you can do with it

  • Pre-register a clinical-feel hypothesis with hash-stamped timestamp before you collect any data

  • Run a small-N biology experiment with sensor evidence flowing in live

  • Publish a null result + raw data to the public registry — get credit for what didn't work

  • Reproduce someone else's published study using their pre-registered protocol

Get this module

Free for all Turtini organizations.

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Who it's for

  • Academic researchers fighting the reproducibility crisis
  • Independent scientists + citizen-science groups
  • Open-source biology + maker-physics labs

Details

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