Generative models for decision-making under distributional shift
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/generative-models-for-decision-making-under-distributional-shift
- Proof freshness
- fresh
- Proof status
- unverified
- Display score
- 3/10
- Last proof check
- 2026-04-07
- Score updated
- 2026-04-07
- Score fresh until
- 2026-05-07
- References
- 0
- Source count
- 0
- Coverage
- 0%
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Generative models for decision-making under distributional shift
Canonical ID generative-models-for-decision-making-under-distributional-shift | Route /signal-canvas/generative-models-for-decision-making-under-distributional-shift
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/generative-models-for-decision-making-under-distributional-shiftMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "generative-models-for-decision-making-under-distributional-shift",
"query_text": "Summarize Generative models for decision-making under distributional shift"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Generative models for decision-making under distributional shift",
"normalized_query": "2604.04342",
"route": "/signal-canvas/generative-models-for-decision-making-under-distributional-shift",
"paper_ref": "generative-models-for-decision-making-under-distributional-shift",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Generative models for decision-making under distributional shift
PDF: https://arxiv.org/pdf/2604.04342v1
Source count: Pending verification
Coverage: 0%
Last proof check: 2026-04-07T20:14:30.615Z
Signal Canvas receipt window
Not build-ready: Generative models for decision-making under distributional shift
/buildability/generative-models-for-decision-making-under-distributional-shift
Subject: Generative models for decision-making under distributional shift
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
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/generative-models-for-decision-making-under-distributional-shift
Paper ref
generative-models-for-decision-making-under-distributional-shift
arXiv id
2604.04342
Freshness
Generated at
2026-04-07T20:14:30.615Z
Evidence freshness
fresh
Last verification
2026-04-07T20:14:30.615Z
Sources
0
References
0
Coverage
0%
Hash state
Lineage hash
f07c79b122569cd38d755736d58b05fa09f9bfb9f5c3aee2d5e9848d841815b7
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: paper_evidence_receipts.references_count
- Missing: paper_evidence_receipts.coverage
- Unknown: Canonical evidence receipt has not been materialized yet.
Verification pending / evidence receipt incomplete
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Generative models for decision-making under distributional shift
Canonical Paper Receipt
Last verification: 2026-04-07T20:14:30.615ZFreshness: fresh
Proof: unverified
Repo: missing
References: 0
Sources: 0
Coverage: 0%
- - paper_evidence_receipts.references_count
- - paper_evidence_receipts.coverage
- - Canonical evidence receipt has not been materialized yet.
Preparing verified analysis
Dimensions overall score 3.0
GitHub Code Pulse
No public code linked for this paper yet.
Claim map
No public claim map is available for this paper yet.
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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