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MolTrace · Knowledge Library
Ingest, extract, review, and reuse scientific, analytical, reaction, regulatory, and internal knowledge.
Human review required
Extracted knowledge requires human review. Citations, provenance, and dataset splits must be preserved before records are used for models or regulatory decisions.
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Approved dataset snapshots ready for ML training — versions in snapshot: 0
Scientific literature and structured knowledge sources registered for extraction and review.
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Newest 15, across every registered source.
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Extracted claims that still need an expert decision.
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Reviewed claims nominated for model training.
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Held out from training, for evaluation only.
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Edge cases, failure modes, and feedback awaiting retraining.
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Each release pins its records for reproducibility.
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Knowledge Library lists are operational signals from your organization’s own records — not legal conclusions or agency positions. See Validation for model validation runs.
Knowledge Extraction · Optional AI Prediction
Optional augmentation only. Existing scientific workflows remain unchanged and human review is required.
Pick a service, attach optional ID anchors (artifact / evidence / compound / session), then provide an input summary. IDs and summaries only — never raw data.
IDs and summaries only — no raw spectra or source text.
Submit the prediction request to the controlled AI service. Returns a draft prediction that requires human review before use.