Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T03:32:18.741520Z
Paper Citation Record · LEDGER
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models
As of 3 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2605.10082.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
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 2026-08-02T05:40:34.837136Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
52 of 52 outbound references displayed
- verified exact0
- verified fuzzy14
- unresolved37
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8c6a24fd-168e-410c-af14-635a547b27f8 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:16:48.630372Z
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 48bc65bf-7acc-4c8b-9afc-78fcf45b8478 · outbound
This paper cites Question:{query} Answer:Let’s think step by step.{text} Server Query Initialization Prompt for MMLU-Pro & AQUA-RAT Standard QA Benchmark You are taking a multiple-choice question.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Question:{query} Answer:Let’s think step by step.{text} Server Query Initialization Prompt for MMLU-Pro & AQUA-RAT Standard QA Benchmark You are taking a multiple-choice question
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T19:16:48.636374Z
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 6c56c484-db06-4b99-b934-5ea997ce99cd · outbound
This paper cites ) with no punctuation or extra text.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models ) with no punctuation or extra text
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T19:21:46.730525Z
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 adeba77b-87f5-4797-a456-a790b39d0ff4 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.752766Z
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 d96df9cc-4b8b-4401-9192-85d0f6da2ff3 · outbound
This paper cites Question:{query} Answer: Server Query Initialization Prompt for GSM8K Reasoning Benchmark You are a knowledgeable assistant.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Question:{query} Answer: Server Query Initialization Prompt for GSM8K Reasoning Benchmark You are a knowledgeable assistant
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T19:16:48.627568Z
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 cee54192-f8a0-4a8f-af9b-83bf33f149a6 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:16:48.633076Z
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 4ea16ddd-fb2a-446b-9152-07f731c1d748 · outbound
This paper cites Question:{query} Answer: Let’s think step by step.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Question:{query} Answer: Let’s think step by step
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T19:21:46.766249Z
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 87e5d0a0-f9bd-4a8b-b7ab-f330fa353efc · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.788343Z
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 c7c3bd1a-0f90-4d1a-b8fa-690841c3b247 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.703277Z
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 c4f798bf-2d93-4146-8760-62bb8964d308 · outbound
This paper cites ); do not include the option text.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models ); do not include the option text
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T19:21:46.774914Z
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 e86cd3fd-a2dc-4b0e-b542-c4ae8e75039c · outbound
This paper cites Examples: {examples} Question: {query} Answer:Let’s think step by step.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Examples: {examples} Question: {query} Answer:Let’s think step by step
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T19:16:48.600252Z
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 c282b222-7699-4da5-85b8-ddedde44bd53 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:16:48.603466Z
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 0396b766-bbae-40e7-b9a7-6818b2f44371 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:16:48.610003Z
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 84bf2737-db92-428c-8e13-816d98efd23d · outbound
This paper cites ); do not include the option text.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models ); do not include the option text
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T19:16:48.612871Z
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 1da61d5b-b393-46d6-90c4-74209958e783 · outbound
This paper cites Examples: {examples} Question: {query} Answer: Client Prediction Prompt for GSM8K Reasoning Benchmark You are tasked with answering math questions in this domain.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Examples: {examples} Question: {query} Answer: Client Prediction Prompt for GSM8K Reasoning Benchmark You are tasked with answering math questions in this domain
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T19:16:48.618818Z
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 fee0c710-0fd8-4ee7-9d96-1bb055b01710 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:16:48.621884Z
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 0b23775b-b081-4066-89ca-0057db11cde2 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:16:48.624537Z
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 d7b70c6a-eb01-4cb8-83e4-f68f3ed46fb3 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:16:48.639477Z
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 5c3ba1b6-5064-43e7-94ef-c11b697c17b7 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:16:48.642272Z
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 0ba088c6-51e1-412f-ae06-48300b4d1bd6 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:16:48.606874Z
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 330c27e5-6fb1-42ad-b108-8ccee04d658c · outbound
This paper cites Examples: {examples} Question: {query} Answer:Let’s think step by step.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Examples: {examples} Question: {query} Answer:Let’s think step by step
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T19:21:46.799881Z
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 2e7bd644-9c66-485e-b239-bd08149ccebf · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.722413Z
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 1d43bfd2-d099-44c6-82c8-db488a768693 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.718084Z
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 fb5043f0-fb76-456b-a92d-a5812f4c48a2 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.785183Z
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 3e25e82c-8d95-4cb2-a53b-9b3197720567 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.726290Z
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 fe767b74-4ad3-4976-abbb-9dc95c6cbec2 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.756055Z
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 c4935961-2186-4ea5-9512-96d134ce4f6c · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.790808Z
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 4d61d18f-15d1-4d63-8ac3-e9cfd2dedc52 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.741374Z
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 0bfb3cea-3a25-44cd-aa71-4939131c4a9a · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.734272Z
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 a3fa48dc-c35e-422e-8f67-55fb76a74222 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.687343Z
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 3d200af7-261e-4c0e-aadf-ec07769cb229 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.781261Z
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 12cffc23-1a23-4faf-9314-4d945a8152b9 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.749041Z
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 559de00a-dbf9-4905-9d78-962115820330 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.793637Z
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 9b03c8a6-f844-48bb-82b6-37abe7ee312b · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.796505Z
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 3ea41512-6bdb-418c-a0c9-75276584db59 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.759164Z
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 ecfb91be-3cbb-4722-ba07-04a3469dd99d · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.708566Z
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 efe4566e-046d-46ef-91b9-19df783d05e7 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.762588Z
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 4c014344-5ec0-432a-8a14-601468b7d94c · outbound
This paper cites The answer is X.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models The answer is X
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T19:21:46.737860Z
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 1d4f26d6-4254-4fc1-9820-c3df543c9b52 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.693085Z
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 e4b9848e-2c04-4169-b629-79e47c514135 · outbound
This paper cites Context: You are given several reasoning responses to the same question, each from a different client.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Context: You are given several reasoning responses to the same question, each from a different client
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T19:21:46.679000Z
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 342eba0f-b37e-4521-b2c7-d5aff5d7c40a · outbound
This paper cites 30 Context: You are given several reasoning responses to the same question, each from a different client.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models 30 Context: You are given several reasoning responses to the same question, each from a different client
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T19:21:46.770453Z
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 328e6f0e-e40b-41aa-b68a-182f9bea8a92 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.745447Z
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 71edd99d-fa19-4aeb-927f-4ad48576f947 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.778167Z
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 c63ea4da-486f-468d-8c4a-d23df84bcbb9 · outbound
This paper cites Context: You are given several reasoning responses to the same question, each from a different client.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Context: You are given several reasoning responses to the same question, each from a different client
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T19:21:46.714095Z
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 71ad8762-cb67-449f-8f8c-a10a4032affd · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:21:46.698113Z
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 c47b152e-3860-4bf9-b8e5-650477c4056c · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:16:48.615613Z
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 a0cc3a12-cbbe-4183-b9ab-6aa7b6253e9d · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:16:48.594329Z
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 60cff1e6-5627-432a-959a-c82e36cb0ca7 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:16:48.591449Z
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 67aa3713-c967-49bf-b7ca-7455213c1740 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:16:48.597066Z
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 3b64b67d-b425-47b9-8fa2-5b6722c7d7b7 · outbound
This paper cites an unresolved cited work.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-05-12T19:16:48.583710Z
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 5f019087-c158-472e-96a6-add4180e9a45 · outbound
This paper cites bert-base-NER.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models bert-base-NER
Reference 68
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-12T19:16:48.579671Z
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 00c96fd1-074d-44d6-9af7-653831768be7 · outbound
This paper cites gpt-4o", messages=[ {.
FERA: Uncertainty-Aware Federated Reasoning for Large Language Models gpt-4o", messages=[ {
Reference 69
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- raw_fallback, observed 2026-05-12T19:16:48.588297Z
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.
Pith citing papers
Observation bf8490d1-2e06-479c-a138-7bbd881d9349 · inbound
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable cites this paper.
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable FERA: Uncertainty-Aware Federated Reasoning for Large Language Models
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:40:34.837136Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.