Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T17:40:10.135567Z
Paper Citation Record · LEDGER
As of 3 August 2026, this Paper Citation Record lists 100 of 100 outbound references and 2 inbound Pith citation observations for arXiv:2512.05958.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T17:40:10.135567Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T21:53:25.695298Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T05:05:56.861299Z
100 of 100 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 817caaaf-fa48-49dc-bb0f-f217e478ba8c · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution https://gist.ai/
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a1ef407e-a8f3-4708-a5d2-23410ce5752c · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Geo: Generative engine optimization
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation e9f6e963-86e8-42e3-b7f8-d2a03bf354df · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Introducing pay per crawl: Enabling content owners to charge AI crawlers for access
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation ae28303e-50ae-4769-b7b2-151aae50050a · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Will Google’s AI Overviews kill news sites as we know them?, 7
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 2b5fcc35-d517-410f-8dcf-f3d9493fc741 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7cf2f6da-2112-4479-b5ff-8f70bffce66c · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Claude 3.5 Haiku
Reference 6
Source-reported events for the cited work
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Observation 15499217-c0cd-4874-ba47-0ae6a29462b4 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Introducing Claude 4
Reference 7
Source-reported events for the cited work
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Observation 67612fc8-651a-4d0e-9b47-258744ace3b8 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Pricing
Reference 8
Source-reported events for the cited work
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Observation 46d315ce-27e2-41ae-9f82-898a6885ef0f · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution deterministic
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4aa65d8d-785d-45bb-aa15-cc91ebd9786c · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution A Turvey-Shapley Value Method for Distribution Network Cost Allocation
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation aefa2d4b-d9c8-41fe-a25d-89955f94ea0d · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation bab8611d-5c85-4899-a065-9e8edb06493e · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Ads in Conversations
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation b823db9c-6ecb-4032-a28c-e7d469eabe0f · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Anthropic PBC, No
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d0b91ef1-bccb-4033-9a7a-318102081cb1 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Data-driven mechanism design: Jointly eliciting preferences and information
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 0d82181e-0206-462d-858d-a96f42f3642b · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Google users are less likely to click on links when an AI summary appears in the results
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 63af827b-c8e3-4d81-9a18-63ce7bee1cc0 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Generative Engine Optimization: How to Dominate AI Search
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d4829e33-6467-4ef7-b17c-8f0548d2f30d · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Glass, Shang-Wen Li, and Wen tau Yih
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation b2850d75-7d79-4de2-ac52-9d22ececb266 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Learning to Attribute with Attention
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f489ee44-d058-41d2-b54f-241000b5d76c · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Contextcite: Attributing model generation to context.NeurIPS, 37:95764–95807
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 6fcf0cd5-64e6-46ad-a392-86d4fa8ff519 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Overview of the trec 2020 deep learning track
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 0a2e9aa7-8a36-4fba-891f-2bc79d586723 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution V oorhees
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 877e9447-565f-4055-89e6-241e3fce6f7c · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Perplexity in talks with top brands on ads model as it challenges google
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 431fde92-580d-4fc0-ae1f-dbb29656c6e4 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation aa491a1f-5674-46fd-8f76-268d4c07db21 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Google gemini: A multimodal ai model
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation b72d706e-c16e-4dd6-b08e-69bbf630ae85 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Attention with Dependency Parsing Augmentation for Fine-Grained Attribution
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 48174696-0edc-4f9d-ae48-0db10e9b9047 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Auc- tions with llm summaries
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 1a7464aa-50a3-4958-8266-10e65a8bd002 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Mechanism design for large language models
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 57e58688-c4a9-40e2-9ac1-a263f07f54e7 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Ai is killing the web
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a86cfb1e-1bb5-421c-8bdd-a4f6da624638 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Online Advertisements with LLMs: Opportunities and Challenges
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 04ad679c-ced2-40aa-a4e0-d58b9b48b76a · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Online advertisements with llms: Opportunities and challenges
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4fa44a20-1b5e-4481-b045-622308acd00d · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Penske Media sues Google over AI summaries taking traffic.Axios, 9 2025
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d22ab1f8-a2bc-4393-844f-d04f8b1bb691 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Data shapley: Equitable valuation of data for machine learning
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 40b46cf7-d629-493b-9e4f-6e4f602ce77a · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution A Survey on LLM-as-a-Judge
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 45bb71ab-37c1-465d-81b7-7499db9fcc71 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution RAG" Stands for “Royalties
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 37550eee-b028-4fcc-b88b-0bda8a33569b · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Realm: Retrieval-augmented language model pre-training
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 8e0fbcc0-a396-451c-b0f2-20728a7cbe7e · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Ad auctions for llms via retrieval augmented generation.NeurIPS, 37:18445– 18480
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d5b69132-9536-4b0b-83e9-3cf6ecde7d06 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution A shapley value-based incentive mechanism in collaborative edge computing
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 69b8c388-dbff-41e9-a072-04ae5184f443 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution LAQuer: Localized Attribution Queries in Content-grounded Generation
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a2593213-6ccd-4648-a612-ea1b7e9e4983 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Datamodels: Understanding predictions with data and data with predictions
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 167f43a2-2eed-4c92-b988-a376da0fcbfe · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Atlas: Few-shot learning with retrieval augmented language models
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f9f82a69-0a9d-490b-80a2-ddf1e35172c5 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Virtual machine power accounting with shapley value
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation b136b4a6-d580-48ad-8fee-8dc101ece480 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation b2ee82f6-0aad-4c6f-8d43-52d86e2b56f3 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Colbert: Efficient and effective passage search via contextualized late interaction over bert
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 3e773cc2-05a2-484a-9f12-27570a4d1533 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Engaging the many-hands prob- lem of generative-ai outputs: A framework for attributing credit.AI and Ethics
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 34f85726-2a26-44b5-97da-10aceb923f09 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Understanding black-box predictions via influence functions
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation bcdb50a3-4151-48fb-9a2c-c583470d82df · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution The impact of llms on sponsored search: Evidence from google’s bert.USC Marshall School of Business Research Paper Sponsored by iORB
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation bf110d09-aeef-4f45-a022-0ee80e5a841e · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution How to Correctly Report LLM-as-a-Judge Evaluations
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4a18f8bb-58d6-47b6-83eb-854b9702087c · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Grade: Generating multi-hop qa and fine-grained difficulty matrix for rag evaluation
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 1af68438-7fc0-4229-bc0e-9029bc544056 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Retrieval-augmented generation for knowledge-intensive nlp tasks
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7f203e6b-a43a-440e-98a7-9585e2dfaeef · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Llm whisperer: An inconspicuous attack to bias llm responses
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 45a28dd4-e466-4b6a-9303-e6791aaa9c1c · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Attribot: A bag of tricks for efficiently approximating leave-one-out context attribution
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation e674b769-cb55-4bf7-99ab-a31474648967 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 01831593-b05e-4f3e-a5a2-745f7e73c50b · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Real-time Ad retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c2b83c4c-951d-488c-8e4a-dda316142993 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution G-eval: Nlg evaluation using gpt-4 with better human alignment
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 72491c91-d709-4791-abe1-6d2c05b6a1c7 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution A unified approach to interpreting model predictions.NeurIPS, 30
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a82a5796-e3bf-4727-8643-63f1927f2d44 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 19fd8fa9-6819-47a4-ad67-c43c95040285 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution On cooperative settlement between content, transit and eyeball internet service providers
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c7a6fbc6-37eb-4b72-aae6-094ada42e1b7 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Efficient computation of the shapley value for game-theoretic network centrality.Journal of Artificial Intelligence Research, 46:607–650
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5b03e723-b3b2-4e5b-9f9b-04b19c3d4696 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution In- centivizing peer-assisted services: A fluid shapley value approach.SIGMETRICS
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation ce423af9-9c83-4987-8521-ec5e290fdc9c · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Sampling permutations for shapley value estimation.Journal of Machine Learning Research, 23(43):1–46
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7c7ce2cb-cd97-40ef-9555-8e94abc49461 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Sponsored question answering
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 9f63c5af-7cb7-41d3-9c42-c7d35471c008 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Source Attribution in Retrieval-Augmented Generation
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 9259a03e-167f-4348-ad3f-6a41fc78fca8 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Adversarial Search Engine Optimization for Large Language Models
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4456b524-e294-46c1-8581-5417f5371dca · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Chegg sues Google for hurting traffic as it considers alternatives
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 55c8a5b4-bae2-43b6-b516-bb3442c78ac5 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Introducing GPT-4.1 in the API
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 67fb7061-7d55-4a93-b787-129b1d465671 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Pricing
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 56f139f7-8170-4e26-b5c3-ff122432a1c7 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Llm visibility: Ai search statistics
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5875d451-2cd0-4f41-bead-2281b94936c9 · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution Llm evaluators recognize and favor their own generations.Advances in Neural Information Processing Systems, 37:68772–68802
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 115ebab1-e813-4bf2-a615-1320a9ac656c · outbound
MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution TRAK: Attributing model behavior at scale
Reference 69
Source-reported events for the cited work
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