Reliability Gated Multi-Teacher Distillation for Low Resource Abstractive Summarization

Reliability Gated Multi-Teacher Distillation for Low Resource Abstractive Summarization | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/reliability-gated-multi-teacher-distillation-for-low-resource-abstractive-summarization

stale

Proof freshness: unknown
Proof status: unverified
Display score: 5/10
Last proof check: 2026-04-06
Score updated: 2026-04-06
Score fresh until: 2026-05-06
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

Canonical ID reliability-gated-multi-teacher-distillation-for-low-resource-abstractive-summarization | Route /signal-canvas/reliability-gated-multi-teacher-distillation-for-low-resource-abstractive-summarization

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/reliability-gated-multi-teacher-distillation-for-low-resource-abstractive-summarization

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "reliability-gated-multi-teacher-distillation-for-low-resource-abstractive-summarization",
    "query_text": "Summarize Reliability Gated Multi-Teacher Distillation for Low Resource Abstractive Summarization"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Reliability Gated Multi-Teacher Distillation for Low Resource Abstractive Summarization",
  "normalized_query": "2604.03192",
  "route": "/signal-canvas/reliability-gated-multi-teacher-distillation-for-low-resource-abstractive-summarization",
  "paper_ref": "reliability-gated-multi-teacher-distillation-for-low-resource-abstractive-summarization",
  "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: Reliability Gated Multi-Teacher Distillation for Low Resource Abstractive Summarization

PDF: https://arxiv.org/pdf/2604.03192v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-04-06T20:16:10.654Z

Signal Canvas receipt window

Watch and verify: Reliability Gated Multi-Teacher Distillation for Low Resource Abstractive Summarization

/buildability/reliability-gated-multi-teacher-distillation-for-low-resource-abstractive-summarization

Watchwatch

Subject: Reliability Gated Multi-Teacher Distillation for Low Resource Abstractive Summarization

Verdict

Watch

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

Reliability Gated Multi-Teacher Distillation for Low Resource Abstractive Summarization

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface