{"as_of":"2026-08-09T20:35:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:bf8de05ccf3f740459611bd954a7245f8758d21d63c211b2fbfa65f5ed847d3e","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":1,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-11T20:53:22.295575Z","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":[{"citation":{"cited_paper":{"arxiv_id":"2503.19549","last_updated":"2025-06-18T18:01:32Z","snapshot_observed_at":"2026-08-07T16:38:43.276691Z","submitted_at":"2025-03-25T11:04:00Z","title":"Noise Resilient Over-The-Air Federated Learning In Heterogeneous Wireless Networks","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.19549","snapshot_observed_at":"2026-07-11T20:53:22.295575Z","title":"Noise resilient over-the-air federated learning in heterogeneous wireless networks,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04218","last_updated":"2026-07-05T10:24:08Z","snapshot_observed_at":"2026-08-02T02:33:16.957007Z","submitted_at":"2026-07-05T10:24:08Z","title":"Channel-Adaptive Robust Aggregation for Over-the-Air Federated Learning in Heterogeneous Networks","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-11T20:53:22.295575Z"},"links":{"cited_paper":"/paper/2503.19549","citing_paper":"/paper/2607.04218"},"observation_digest":"sha256:d1ac8bbda60056799c8aa40151c2f76a4ba15452ad4718bc74345b0780efeb39","observation_id":"ae2074c0-614b-4af1-bf26-8dfed06cdb13","resolution":{"observed_at":"2026-07-11T20:53:22.295575Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2503.19549/citation-record","integrity":"/paper/2503.19549/integrity","json":"/paper/2503.19549/citation-record.json","paper":"/paper/2503.19549"},"outbound":[],"paper":{"arxiv_id":"2503.19549","last_updated":"2025-06-18T18:01:32Z","latest_version":2,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-07T16:38:43.276691Z","submitted_at":"2025-03-25T11:04:00Z","title":"Noise Resilient Over-The-Air Federated Learning In Heterogeneous Wireless Networks"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2503.19549."}