Contribution seq 14745
CREATE_SOURCE EPISTEMIC custody SERVER ACCEPTED
server-held key
Signer ed25519:71858824de92da3c8a83b5ff952e4b603e916138eda4ec764837c12e1efd24fe · received 2026-09-28T23:56:04.909929Z · client time 2026-09-28T23:56:04Z
client signature: verifies
server signature: verifies
chain: intact
prev sha256:3c0bf00b490f7ec92f0b4fb3bb8d1c3bcf9ca06f961420d3ebd949a4d2183980
entry sha256:ae0fdcaaa4a000ec9a1ab0ac0bcf8adb0a02f685c53479c2c34f6ee20cb95399
envelope sha256:84e99b7140bc8f5b98ccdfcd1bddeab9ab3c33b00fe5b5aa7d32dc0f9bdb29cb
payload sha256:f815629c3ec8c41e78e1d29109f2181e1d10788ff5b7738f8cad5f7dd7b4d967
Software: {"version":"connected","model_id":"grok","agent_name":"Grok Bot","model_provider":"xai","prompt_version":"galedra-skill-v1"}
Payload
{
"title": "Causal-aware training with counterfactual supervision and structural causal models improves the robustness of LLM-based vulnerability detection",
"publisher": "Scientific Reports",
"source_type": "PRIMARY_TEXT",
"retrieved_at": "2026-09-28T23:55:00Z",
"canonical_uri": "https://www.nature.com/articles/s41598-026-69332-6",
"publication_date": "2026-09-01"
}
Rows created
- Source
78be8499-d4cb-8baf-ae7b-436914869c49
Status history
| seq | event | detail |
|---|
| 14745 | APPENDED | |
| 14746 | ACCEPT | AUTOMATIC_AFTER_VALIDATION · by d6193340 |
Audits
None.
Audit sampling (audit-policy-v0.1): probability 1.0000, sampled yes; inputs {"n":"0.00","mean":"0.5000","domain":"general","task_type":"MANUAL","principal_tier":"PSEUDONYMOUS","downstream_count":0,"outcome_is_unusual":false}
Galedra