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Verbal Confidence Saturation in 3-9B Open-Weight Instruction-Tuned LLMs: A Pre-Registered Psychometric Validity Screen

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Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/verbal-confidence-saturation-in-3-9b-open-weight-instruction-tuned-llms-a-pre-registered-psychometric-validity-screen

ready
Proof freshness
fresh
Proof status
unverified
Display score
5/10
Last proof check
2026-04-27
Score updated
2026-04-27
Score fresh until
2026-05-27
References
0
Source count
4
Coverage
67%

Page-specific freshness sourced from this paper's evidence receipt and score bundle.

Agent Handoff

Verbal Confidence Saturation in 3-9B Open-Weight Instruction-Tuned LLMs: A Pre-Registered Psychometric Validity Screen

Canonical ID verbal-confidence-saturation-in-3-9b-open-weight-instruction-tuned-llms-a-pre-registered-psychometric-validity-screen | Route /signal-canvas/verbal-confidence-saturation-in-3-9b-open-weight-instruction-tuned-llms-a-pre-registered-psychometric-validity-screen

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/verbal-confidence-saturation-in-3-9b-open-weight-instruction-tuned-llms-a-pre-registered-psychometric-validity-screen

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "verbal-confidence-saturation-in-3-9b-open-weight-instruction-tuned-llms-a-pre-registered-psychometric-validity-screen",
    "query_text": "Summarize Verbal Confidence Saturation in 3-9B Open-Weight Instruction-Tuned LLMs: A Pre-Registered Psychometric Validity Screen"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Verbal Confidence Saturation in 3-9B Open-Weight Instruction-Tuned LLMs: A Pre-Registered Psychometric Validity Screen",
  "normalized_query": "2604.22215",
  "route": "/signal-canvas/verbal-confidence-saturation-in-3-9b-open-weight-instruction-tuned-llms-a-pre-registered-psychometric-validity-screen",
  "paper_ref": "verbal-confidence-saturation-in-3-9b-open-weight-instruction-tuned-llms-a-pre-registered-psychometric-validity-screen",
  "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: Verbal Confidence Saturation in 3-9B Open-Weight Instruction-Tuned LLMs: A Pre-Registered Psychometric Validity Screen

PDF: https://arxiv.org/pdf/2604.22215v1

Repository: https://github.com/synthiumjp/koriat

Source count: 4

Coverage: 67%

Last proof check: 2026-04-27T20:17:13.053Z

Signal Canvas receipt window

Watch and verify: Verbal Confidence Saturation in 3-9B Open-Weight Instruction-Tuned LLMs: A Pre-Registered Psychometric Validity Screen

/buildability/verbal-confidence-saturation-in-3-9b-open-weight-instruction-tuned-llms-a-pre-registered-psychometric-validity-screen

Watchwatch

Subject: Verbal Confidence Saturation in 3-9B Open-Weight Instruction-Tuned LLMs: A Pre-Registered Psychometric Validity Screen

Verdict

Watch

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

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/verbal-confidence-saturation-in-3-9b-open-weight-instruction-tuned-llms-a-pre-registered-psychometric-validity-screen

Paper ref

verbal-confidence-saturation-in-3-9b-open-weight-instruction-tuned-llms-a-pre-registered-psychometric-validity-screen

arXiv id

2604.22215

Freshness

Generated at

2026-04-27T20:17:13.053Z

Evidence freshness

fresh

Last verification

2026-04-27T20:17:13.053Z

Sources

4

References

0

Coverage

67%

Hash state

Lineage hash

b9af6765def3959fc0a0f1a08bd2d55c09c51067d6adc3c65c0ada1328be907f

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.
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Paper Conversation

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Paper Mode

Verbal Confidence Saturation in 3-9B Open-Weight Instruction-Tuned LLMs: A Pre-Registered Psychometric Validity Screen

Overall score: 5/10
Lineage: b9af6765def3…

Canonical Paper Receipt

Last verification: 2026-04-27T20:17:13.053Z

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 5.0

GitHub Code Pulse

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Health
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Last commit
4/27/2026
Forks
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