On the Importance and Evaluation of Narrativity in Natural Language AI Explanations explores Proposes new metrics to evaluate the narrativity of AI explanations, aiming to improve their understandability beyond feature importance lists.. Commercial viability score: 3/10 in Explainable AI.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Freshness
Canonical route: /paper/on-the-importance-and-evaluation-of-narrativity-in-natural-language-ai-explanations
Verification is still converging across references, source coverage, and proof checks.
Proof Quality
One canonical proof ledger now drives the badge, counts, indexing, and commercialization gating.
Commercialization rails stay hidden until proof clears: proof_status, references_count.
Search indexing stays off until proof clears: proof_status, references_count.
Agent Handoff
Canonical ID on-the-importance-and-evaluation-of-narrativity-in-natural-language-ai-explanations | Route /paper/on-the-importance-and-evaluation-of-narrativity-in-natural-language-ai-explanations
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/on-the-importance-and-evaluation-of-narrativity-in-natural-language-ai-explanationsMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.18311"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "On the Importance and Evaluation of Narrativity in Natural Language AI Explanations",
"normalized_query": "2604.18311",
"route": "/paper/on-the-importance-and-evaluation-of-narrativity-in-natural-language-ai-explanations",
"paper_ref": "on-the-importance-and-evaluation-of-narrativity-in-natural-language-ai-explanations",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
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Preparing verified analysis
Dimensions overall score 3.0
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