Noise Titration: Exact Distributional Benchmarking for Probabilistic Time Series Forecasting

Noise Titration: Exact Distributional Benchmarking for Probabilistic Time Series Forecasting | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/noise-titration-exact-distributional-benchmarking-for-probabilistic-time-series-forecasting

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-03-31
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 33%

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 noise-titration-exact-distributional-benchmarking-for-probabilistic-time-series-forecasting | Route /signal-canvas/noise-titration-exact-distributional-benchmarking-for-probabilistic-time-series-forecasting

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/noise-titration-exact-distributional-benchmarking-for-probabilistic-time-series-forecasting

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "noise-titration-exact-distributional-benchmarking-for-probabilistic-time-series-forecasting",
    "query_text": "Summarize Noise Titration: Exact Distributional Benchmarking for Probabilistic Time Series Forecasting"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Noise Titration: Exact Distributional Benchmarking for Probabilistic Time Series Forecasting",
  "normalized_query": "2603.22219",
  "route": "/signal-canvas/noise-titration-exact-distributional-benchmarking-for-probabilistic-time-series-forecasting",
  "paper_ref": "noise-titration-exact-distributional-benchmarking-for-probabilistic-time-series-forecasting",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Noise Titration: Exact Distributional Benchmarking for Probabilistic Time Series Forecasting

PDF: https://arxiv.org/pdf/2603.22219v1

Source count: Pending verification

Coverage: 33%

Last proof check: 2026-03-31T20:30:20.275Z

Signal Canvas receipt window

Watch and verify: Noise Titration: Exact Distributional Benchmarking for Probabilistic Time Series Forecasting

/buildability/noise-titration-exact-distributional-benchmarking-for-probabilistic-time-series-forecasting

Watchwatch

Subject: Noise Titration: Exact Distributional Benchmarking for Probabilistic Time Series Forecasting

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Noise Titration: Exact Distributional Benchmarking for Probabilistic Time Series Forecasting

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface