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BioMiner: A Multi-modal System for Automated Mining of Protein-Ligand Bioactivity Data from Literature

Stale4d agoPending verification refs / 4 sources / Verification pending
Viability
0.0/10

Compared to this week’s papers

Verification pending

Use This Via API or MCP

Use Signal Canvas as the narrative proof surface

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

ready
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-literature

MCP 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: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

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

Build Nowready

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

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

Paper Conversation

Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.

Paper Mode

BioMiner: A Multi-modal System for Automated Mining of Protein-Ligand Bioactivity Data from Literature

Overall score: 8/10
Lineage: 6232e36c2262

Canonical Paper Receipt

Last verification: 2026-04-24T20:25:38.621Z

Freshness: fresh

Proof: unverified

Repo: active

References: 0

Sources: 4

Coverage: 67%

Missingness
  • - references
  • - proof_status
Unknowns
  • - proof verification has not been recorded yet

Preparing verified analysis

Dimensions overall score 8.0

GitHub Code Pulse

Stars
87
Health
C
Last commit
4/24/2026
Forks
11
Open repository

Key claims

Strong 1Mixed 0Weak 0
Author intelligence and commercialization panels stay hidden until the proof receipt is verified, cites at least 3 references, includes at least 2 sources, and clears 50% coverage. The paper narrative and citation surfaces remain public while verification is pending.

Startup potential card

Startup potential card preview

Related Resources

Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.

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