BioMiner: A Multi-modal System for Automated Mining of Protein-Ligand Bioactivity Data from Literature
Compared to this week’s papers
Verification pending
Use This Via API or MCP
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Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.
Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature
- Proof freshness
- fresh
- Proof status
- unverified
- Display score
- 8/10
- Last proof check
- 2026-04-24
- Score updated
- 2026-04-24
- Score fresh until
- 2026-05-24
- References
- 0
- Source count
- 4
- Coverage
- 67%
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
BioMiner: A Multi-modal System for Automated Mining of Protein-Ligand Bioactivity Data from Literature
Canonical ID biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature | Route /signal-canvas/biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literatureMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature",
"query_text": "Summarize BioMiner: A Multi-modal System for Automated Mining of Protein-Ligand Bioactivity Data from Literature"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "BioMiner: A Multi-modal System for Automated Mining of Protein-Ligand Bioactivity Data from Literature",
"normalized_query": "2604.21508",
"route": "/signal-canvas/biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature",
"paper_ref": "biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: BioMiner: A Multi-modal System for Automated Mining of Protein-Ligand Bioactivity Data from Literature
PDF: https://arxiv.org/pdf/2604.21508v1
Repository: https://github.com/jiaxianyan/BioMiner
Source count: 4
Coverage: 67%
Last proof check: 2026-04-24T20:25:38.621Z
Signal Canvas receipt window
Ready for execution: BioMiner: A Multi-modal System for Automated Mining of Protein-Ligand Bioactivity Data from Literature
/buildability/biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature
Subject: BioMiner: A Multi-modal System for Automated Mining of Protein-Ligand Bioactivity Data from Literature
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Compute envelope
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature
Paper ref
biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature
arXiv id
2604.21508
Freshness
Generated at
2026-04-24T20:25:38.621Z
Evidence freshness
fresh
Last verification
2026-04-24T20:25:38.621Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
6232e36c22629cdc5787cb36b78a6dcf3ca3e4dce304561d3bca1dd6cd688962
Canonical opportunity-kernel lineage hash.
Signature state
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Blockers
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Pending verification refs / 4 sources / Verification pending
references
proof_status
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
BioMiner: A Multi-modal System for Automated Mining of Protein-Ligand Bioactivity Data from Literature
Canonical Paper Receipt
Last verification: 2026-04-24T20:25:38.621ZFreshness: fresh
Proof: unverified
Repo: active
References: 0
Sources: 4
Coverage: 67%
- - references
- - proof_status
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 8.0
GitHub Code Pulse
Key claims
Startup potential card
Related Resources
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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