Module 7 — EvidenceTrust
Evidence Provenance & Scientific Audit Panel
AYURGRAPH-X enforces an auditable 6-tier classification framework so researchers can distinguish direct wet-lab binding from computational predictions and historical lore.
Loading 3D Evidence Pyramid...
6-Tier Scientific Evidence Classification Hierarchy
Tier 1Grade A
Direct Experimental Evidence
In vitro, in vivo, or crystallographic binding affinities from peer-reviewed assays.
Tier 2Grade B
Curated Database Evidence
Manually curated scientific records from ChEMBL, PubChem, or IMPPAT 3.0.
Tier 3Grade B
Peer-Reviewed Literature Association
Mechanistic or observational correlations reported in indexed biomedical journals.
Tier 4Grade C
Computational Prediction
Target predictions, molecular docking scores, or QSAR machine learning models.
Tier 5Grade D
Machine-Extracted Candidate
NLP-extracted relationship awaiting researcher verification loop.
Tier 6Grade E
Unverified Hypothesis
Translational research proposal generated for wet-lab evaluation.
Audited Evidence Records Registry
Traceable primary citations with explicit contradiction notes and data licences.
Loading evidence provenance logs...
Integrated Data Sources & Attribution Licences
| Data Repository | Licence / Terms | Scope in AYURGRAPH-X | Attribution Notice |
|---|---|---|---|
| PubChem (NCBI / NLM) | Public Domain (US Gov) | Chemical structures, CIDs, SMILES, 2D depictions | Kim et al., Nucleic Acids Res. 2023 |
| ChEMBL 34 (EMBL-EBI) | CC BY-SA 3.0 | Experimental bioactivity metrics (IC50, Ki) and target IDs | Zdrazil et al., Nucleic Acids Res. 2024 |
| GBIF Global Biodiversity | CC BY 4.0 / CC0 | Species occurrence coordinates & taxonomy match | GBIF Secretariat, Denmark 2026 |
| PubMed / NCBI | Open Access / Fair Use | Peer-reviewed biomedical literature abstracts & PMIDs | National Library of Medicine |
| IMPPAT 3.0 Reference | CC BY-NC-ND 4.0 (Non-commercial) | Classical Ayurvedic text reference citations | Mohanraj et al., Sci Rep. 2018 |