{"as_of":"2026-08-11T02:13:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:c7a015e2f243d24508da6f0f4511e287795c0df4068647b6e820d53e53fcbb67","coverage":[{"denominator":19,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":19,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T20:56:04.014244Z","state":"measured"},{"denominator":19,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":19,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2507.01541/citation-record","integrity":"/paper/2507.01541/integrity","json":"/paper/2507.01541/citation-record.json","paper":"/paper/2507.01541"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.18653/v1/2020.insights-1.16","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":null,"work_id":"ebf0a2f0-a2ad-42db-9f87-5808310f9331","year":2020},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.920417Z"},"links":{"citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:2a29691a1c45373a1f4e0783a3d7155b9f4678ff2e40ef94c48e582fa2557f0d","observation_id":"4c111479-152b-4c66-9505-2e6077daca9f","resolution":{"observed_at":"2026-08-06T20:56:04.109141Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:56:04.445489Z","title":null,"venue":null,"work_id":"38136f3c-6a6c-4de1-a621-769d02070c95","year":2024},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.926143Z"},"links":{"citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:c801b8c33de836d2c6512019e57aaedd7273c1148f8ddb25d8f2eaff027963fc","observation_id":"49f6222e-a681-49c2-ae4e-994206d6bc33","resolution":{"observed_at":"2026-08-06T20:56:04.450715Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:56:03.931623Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.931623Z"},"links":{"citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:c254b7812d9096e4eb173387864dbf4c4da11f9ccf49dea3ed6a5793c322fb67","observation_id":"d590dfb6-ded0-49d0-8881-4dcbb595e27e","resolution":{"observed_at":"2026-08-06T20:56:03.931623Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.21783","last_updated":"2024-11-23T23:27:33Z","snapshot_observed_at":"2026-08-10T16:40:37.411115Z","submitted_at":"2024-07-31T17:54:27Z","title":"The Llama 3 Herd of Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.21783","snapshot_observed_at":"2026-08-06T20:56:03.937219Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.937219Z"},"links":{"cited_paper":"/paper/2407.21783","citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:e7a852fbf16ecb4de43a1b6429ff5a97e985426fe6a328b1ca3433b4ec924a3c","observation_id":"1ed482ce-9e2e-4f8e-844a-10ba468dcd17","resolution":{"observed_at":"2026-08-06T20:56:03.937219Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.18653/v1/2024.findings-emnlp.758","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":null,"work_id":"9a3a70ed-5ab9-4832-bd80-d08d6422b11b","year":2024},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.943702Z"},"links":{"citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:abbe3d3e291719aa7d50aa5fa6c92fad96fde2e25525630ce813c66bc7a1c9ec","observation_id":"2f5f65c9-337b-41e1-8810-15656f64692e","resolution":{"observed_at":"2026-08-06T20:56:04.081694Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.18653/v1/2024.sigdial-1.39","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":null,"work_id":"94a7b254-329f-435c-8f48-53f41c2cc327","year":2024},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.948910Z"},"links":{"citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:d0b619374b1b66aa16f8100672d185b4445ffb5442470cf3287743d6131e7d03","observation_id":"4a1f2542-0f0a-478d-8d32-a9f6f89c1766","resolution":{"observed_at":"2026-08-06T20:56:04.065011Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2106.09685","last_updated":"2021-10-16T18:40:34Z","snapshot_observed_at":"2026-08-07T07:43:16.294957Z","submitted_at":"2021-06-17T17:37:18Z","title":"LoRA: Low-Rank Adaptation of Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2106.09685","snapshot_observed_at":"2026-08-06T20:56:03.955262Z","title":"Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, and Weizhu Chen","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.955262Z"},"links":{"cited_paper":"/paper/2106.09685","citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:3bb9eb71402f459e63ba1d2ce97377e1d7495bf63cb7e5a430156d9fdf54770e","observation_id":"6987bea3-7e0b-4a4b-92b8-5b2c47c613f5","resolution":{"observed_at":"2026-08-06T20:56:03.955262Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:56:03.960550Z","title":"Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.960550Z"},"links":{"citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:44254cf1884581a5bea7a065ab12a4f9fc80f1a9e765d136d74c2f11bdd25df5","observation_id":"1cf5ff05-0c40-4cf5-88b3-96a6828cdfca","resolution":{"observed_at":"2026-08-06T20:56:03.960550Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:56:04.428649Z","title":null,"venue":null,"work_id":"4f04390f-8277-408a-b2c5-5fd23f186a29","year":2024},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.965380Z"},"links":{"citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:ce3c75850ad7dea6baba81174f54997d184c0524d09a8c9c92df9ff737bf7f34","observation_id":"7c6763d6-4df8-446c-82a1-8f51ddc48a77","resolution":{"observed_at":"2026-08-06T20:56:04.434100Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:56:04.411379Z","title":null,"venue":null,"work_id":"04f0a951-10fc-4d52-8f0b-08f98553feb0","year":2024},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.969788Z"},"links":{"citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:9be289203514fef3ee048348a40a3fc4669524aeebb404069cd067d0d23d842f","observation_id":"4664d6ee-b74d-44e7-88c0-bb1e7188fc6a","resolution":{"observed_at":"2026-08-06T20:56:04.416616Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:56:04.394962Z","title":null,"venue":null,"work_id":"2e684f12-1e38-480b-9a46-4aedee8fda80","year":2023},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.974365Z"},"links":{"citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:df6b907c3f3ff029a28bf4f8821fab9a488abf1ca7829183371fa7e80df235e0","observation_id":"f43f385f-ce12-4b51-bdc1-f896b87e41f9","resolution":{"observed_at":"2026-08-06T20:56:04.400230Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:56:03.979131Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.979131Z"},"links":{"citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:c297ee715120b4145b40259465810a06a2af1dd8f848fbdd697f3d6433797cba","observation_id":"40e4c2de-b5e6-4df3-9e07-828911f0f74f","resolution":{"observed_at":"2026-08-06T20:56:03.979131Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1910.01108","last_updated":"2020-03-01T02:57:50Z","snapshot_observed_at":"2026-08-07T19:07:36.327251Z","submitted_at":"2019-10-02T17:56:28Z","title":"DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1910.01108","snapshot_observed_at":"2026-08-06T20:56:03.984126Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.984126Z"},"links":{"cited_paper":"/paper/1910.01108","citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:36f854c0b6a4d42b15643317d29049306c48dafb8d073793a3498839edd08304","observation_id":"1c7ed87c-b711-4ab0-8895-9ca818c7b346","resolution":{"observed_at":"2026-08-06T20:56:03.984126Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2110.08212","last_updated":"2022-06-13T16:56:54Z","snapshot_observed_at":"2026-07-06T11:58:21.596920Z","submitted_at":"2021-10-15T17:17:55Z","title":"NNK-Means: Data summarization using dictionary learning with non-negative kernel regression","version":2},"cited_work":{"arxiv_id":"2110.08212","doi":null,"metadata_source":"pith","pith_arxiv_id":"2110.08212","snapshot_observed_at":"2026-08-06T20:56:04.259427Z","title":"NNK-Means: Data summarization using dictionary learning with non-negative kernel regression","venue":"cs.LG","work_id":"a83a90ca-68d7-4554-909d-9ffd06f796b3","year":2021},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.989101Z"},"links":{"cited_paper":"/paper/2110.08212","citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:3a24ba30c58aa6ee8e75245c62797aab6a66a83fb5e9dc626ba0b917f04ca2e6","observation_id":"aae4d4a4-87a2-496e-80fe-460557fb2391","resolution":{"observed_at":"2026-08-06T20:56:04.265438Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2023.11116","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:56:04.232964Z","title":null,"venue":null,"work_id":"9356340c-4390-4a7e-beae-abed0cf9df5e","year":2024},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.994039Z"},"links":{"citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:0cd77c31a71d128fc2c17f5470b3404d6c2525f173ac29c9fbc02342129c79e1","observation_id":"1e649b09-b211-4c8b-a7f6-ad64a32d7ac5","resolution":{"observed_at":"2026-08-06T20:56:04.241959Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:56:04.367446Z","title":null,"venue":null,"work_id":"a9fc30dc-c392-492e-9887-0677b2b28b6c","year":2024},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:03.998542Z"},"links":{"citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:4a14a6cf042b768270d639b60e505878038b81018bcb400ae28fe9b967dcb5ae","observation_id":"ac9f07fa-95cf-4aff-9dcb-88125e98bb43","resolution":{"observed_at":"2026-08-06T20:56:04.372775Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:56:04.350660Z","title":null,"venue":null,"work_id":"2d3df4de-2f66-4a8b-9883-8b16a0e384ad","year":2024},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:04.003473Z"},"links":{"citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:511f4fe0994ecd0dc2a002b7ace5724040f0d8e014cbba3f629a0f818a4016bb","observation_id":"b9fdff68-c3f3-4d9a-bd59-634f0345f8df","resolution":{"observed_at":"2026-08-06T20:56:04.356109Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:56:04.009007Z","title":"online\" 'onlinestring :=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:04.009007Z"},"links":{"citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:564c7c4b952ce90549de2303dbffc5d3a2ff0a15fd8050e9980d19e6eee33382","observation_id":"47c53f1d-0987-45ed-861b-828a9dc36981","resolution":{"observed_at":"2026-08-06T20:56:04.009007Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:56:04.014244Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-06T20:56:04.014244Z"},"links":{"citing_paper":"/paper/2507.01541"},"observation_digest":"sha256:f6ab7651d889a4b3d8bdf2df0b45c44c5163df6c606f43abc7204a7dbc3521b5","observation_id":"a12c6a1f-4257-42e3-aae4-f9b6e9b9b5db","resolution":{"observed_at":"2026-08-06T20:56:04.014244Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2507.01541","last_updated":"2025-07-02T09:51:41Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-06T20:46:19.765130Z","submitted_at":"2025-07-02T09:51:41Z","title":"Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing"},"reference_resolution":{"displayed":19,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":14,"verified_exact":4,"verified_fuzzy":0},"total_outbound_references":19},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 11 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2507.01541."}