STEP: Learning STructured Embeddings for Progressive Time Series

STEP: Learning STructured Embeddings for Progressive Time Series | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/step-learning-structured-embeddings-for-progressive-time-series

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
Last proof check: 2026-06-01
Score updated: 2026-06-01
Score fresh until: 2026-07-01
References: 0
Source count: 4
Coverage: 67%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID step-learning-structured-embeddings-for-progressive-time-series | Route /signal-canvas/step-learning-structured-embeddings-for-progressive-time-series

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/step-learning-structured-embeddings-for-progressive-time-series

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "step-learning-structured-embeddings-for-progressive-time-series",
    "query_text": "Summarize STEP: Learning STructured Embeddings for Progressive Time Series"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "STEP: Learning STructured Embeddings for Progressive Time Series",
  "normalized_query": "2605.31061",
  "route": "/signal-canvas/step-learning-structured-embeddings-for-progressive-time-series",
  "paper_ref": "step-learning-structured-embeddings-for-progressive-time-series",
  "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

Source paper: STEP: Learning STructured Embeddings for Progressive Time Series

PDF: https://arxiv.org/pdf/2605.31061v1

Repository: https://github.com/stealthglider/LRPTS

Source count: 4

Coverage: 67%

Last proof check: 2026-06-01T20:31:54.018Z

Signal Canvas receipt window

Not build-ready: STEP: Learning STructured Embeddings for Progressive Time Series

/buildability/step-learning-structured-embeddings-for-progressive-time-series

Ignoreblocked

Subject: STEP: Learning STructured Embeddings for Progressive Time Series

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

STEP: Learning STructured Embeddings for Progressive Time Series

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