{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:7TETZATKAAZEGE3BSC6MWPHYAU","short_pith_number":"pith:7TETZATK","canonical_record":{"source":{"id":"2412.15412","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2024-12-19T21:39:57Z","cross_cats_sorted":[],"title_canon_sha256":"0fe357b8eaf9ea70b7cd205c151ceff863853871948049c922ae53114673e5fb","abstract_canon_sha256":"b641ec384b37fa1b43ac63556f88bc62c23baef1751e3d2c5e27120a59f9fecf"},"schema_version":"1.0"},"canonical_sha256":"fcc93c826a003243136190bccb3cf8052a4c8ba45d758593a8128b198159df59","source":{"kind":"arxiv","id":"2412.15412","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.15412","created_at":"2026-07-05T09:52:22Z"},{"alias_kind":"arxiv_version","alias_value":"2412.15412v1","created_at":"2026-07-05T09:52:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.15412","created_at":"2026-07-05T09:52:22Z"},{"alias_kind":"pith_short_12","alias_value":"7TETZATKAAZE","created_at":"2026-07-05T09:52:22Z"},{"alias_kind":"pith_short_16","alias_value":"7TETZATKAAZEGE3B","created_at":"2026-07-05T09:52:22Z"},{"alias_kind":"pith_short_8","alias_value":"7TETZATK","created_at":"2026-07-05T09:52:22Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:7TETZATKAAZEGE3BSC6MWPHYAU","target":"record","payload":{"canonical_record":{"source":{"id":"2412.15412","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2024-12-19T21:39:57Z","cross_cats_sorted":[],"title_canon_sha256":"0fe357b8eaf9ea70b7cd205c151ceff863853871948049c922ae53114673e5fb","abstract_canon_sha256":"b641ec384b37fa1b43ac63556f88bc62c23baef1751e3d2c5e27120a59f9fecf"},"schema_version":"1.0"},"canonical_sha256":"fcc93c826a003243136190bccb3cf8052a4c8ba45d758593a8128b198159df59","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:52:22.900081Z","signature_b64":"KFRkyPKL1q4AU/lkuHH7fqACLM2UMMpC3eIRY4j9WtioM01+5imC+S9MjSfRF8S/HfYuxfxpLUHVLVKWqd6qBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"fcc93c826a003243136190bccb3cf8052a4c8ba45d758593a8128b198159df59","last_reissued_at":"2026-07-05T09:52:22.899575Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:52:22.899575Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2412.15412","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:52:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"LA7imGRWLofrZgqFs78cJqw7ZLl/1hs+GyLz4LyQHHINNNa0qz8AVZUF4TgZl32lFXgHUEbXRB8ETszGsX8+Cg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-14T23:39:48.449288Z"},"content_sha256":"98e3e13a045b98fd045f0148bece98481307d3e454d8643193d9fc31bb75fe04","schema_version":"1.0","event_id":"sha256:98e3e13a045b98fd045f0148bece98481307d3e454d8643193d9fc31bb75fe04"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:7TETZATKAAZEGE3BSC6MWPHYAU","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"LG-Sleep: Local and Global Temporal Dependencies for Mice Sleep Scoring","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.LG","authors_text":"Celia Kjaerby, Maiken Nedergaard, Mie Andersen, Mujdat Cetin, Natalie Hauglund, Shadi Sartipi, Verena Untiet","submitted_at":"2024-12-19T21:39:57Z","abstract_excerpt":"Efficiently identifying sleep stages is crucial for unraveling the intricacies of sleep in both preclinical and clinical research. The labor-intensive nature of manual sleep scoring, demanding substantial expertise, has prompted a surge of interest in automated alternatives. Sleep studies in mice play a significant role in understanding sleep patterns and disorders and underscore the need for robust scoring methodologies. In response, this study introduces LG-Sleep, a novel subject-independent deep neural network architecture designed for mice sleep scoring through electroencephalogram (EEG) s"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.15412","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2412.15412/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:52:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"1K3fUwyQq8dng7VCLbwZca0xervVOpcpMhlQfOS41oZUbbCsAyv3LgOx3hWNL5uvtUcqegUkiccVAvIg2xsWCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-14T23:39:48.449782Z"},"content_sha256":"dd55234dd27ee29f1a5c48db0ff6c10053c8825ba0f3396955ce210b69d7870c","schema_version":"1.0","event_id":"sha256:dd55234dd27ee29f1a5c48db0ff6c10053c8825ba0f3396955ce210b69d7870c"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/7TETZATKAAZEGE3BSC6MWPHYAU/bundle.json","state_url":"https://pith.science/pith/7TETZATKAAZEGE3BSC6MWPHYAU/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/7TETZATKAAZEGE3BSC6MWPHYAU/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-14T23:39:48Z","links":{"resolver":"https://pith.science/pith/7TETZATKAAZEGE3BSC6MWPHYAU","bundle":"https://pith.science/pith/7TETZATKAAZEGE3BSC6MWPHYAU/bundle.json","state":"https://pith.science/pith/7TETZATKAAZEGE3BSC6MWPHYAU/state.json","well_known_bundle":"https://pith.science/.well-known/pith/7TETZATKAAZEGE3BSC6MWPHYAU/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:7TETZATKAAZEGE3BSC6MWPHYAU","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"b641ec384b37fa1b43ac63556f88bc62c23baef1751e3d2c5e27120a59f9fecf","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2024-12-19T21:39:57Z","title_canon_sha256":"0fe357b8eaf9ea70b7cd205c151ceff863853871948049c922ae53114673e5fb"},"schema_version":"1.0","source":{"id":"2412.15412","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.15412","created_at":"2026-07-05T09:52:22Z"},{"alias_kind":"arxiv_version","alias_value":"2412.15412v1","created_at":"2026-07-05T09:52:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.15412","created_at":"2026-07-05T09:52:22Z"},{"alias_kind":"pith_short_12","alias_value":"7TETZATKAAZE","created_at":"2026-07-05T09:52:22Z"},{"alias_kind":"pith_short_16","alias_value":"7TETZATKAAZEGE3B","created_at":"2026-07-05T09:52:22Z"},{"alias_kind":"pith_short_8","alias_value":"7TETZATK","created_at":"2026-07-05T09:52:22Z"}],"graph_snapshots":[{"event_id":"sha256:dd55234dd27ee29f1a5c48db0ff6c10053c8825ba0f3396955ce210b69d7870c","target":"graph","created_at":"2026-07-05T09:52:22Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2412.15412/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Efficiently identifying sleep stages is crucial for unraveling the intricacies of sleep in both preclinical and clinical research. The labor-intensive nature of manual sleep scoring, demanding substantial expertise, has prompted a surge of interest in automated alternatives. Sleep studies in mice play a significant role in understanding sleep patterns and disorders and underscore the need for robust scoring methodologies. In response, this study introduces LG-Sleep, a novel subject-independent deep neural network architecture designed for mice sleep scoring through electroencephalogram (EEG) s","authors_text":"Celia Kjaerby, Maiken Nedergaard, Mie Andersen, Mujdat Cetin, Natalie Hauglund, Shadi Sartipi, Verena Untiet","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2024-12-19T21:39:57Z","title":"LG-Sleep: Local and Global Temporal Dependencies for Mice Sleep Scoring"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.15412","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:98e3e13a045b98fd045f0148bece98481307d3e454d8643193d9fc31bb75fe04","target":"record","created_at":"2026-07-05T09:52:22Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"b641ec384b37fa1b43ac63556f88bc62c23baef1751e3d2c5e27120a59f9fecf","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2024-12-19T21:39:57Z","title_canon_sha256":"0fe357b8eaf9ea70b7cd205c151ceff863853871948049c922ae53114673e5fb"},"schema_version":"1.0","source":{"id":"2412.15412","kind":"arxiv","version":1}},"canonical_sha256":"fcc93c826a003243136190bccb3cf8052a4c8ba45d758593a8128b198159df59","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"fcc93c826a003243136190bccb3cf8052a4c8ba45d758593a8128b198159df59","first_computed_at":"2026-07-05T09:52:22.899575Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:52:22.899575Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"KFRkyPKL1q4AU/lkuHH7fqACLM2UMMpC3eIRY4j9WtioM01+5imC+S9MjSfRF8S/HfYuxfxpLUHVLVKWqd6qBw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:52:22.900081Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.15412","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:98e3e13a045b98fd045f0148bece98481307d3e454d8643193d9fc31bb75fe04","sha256:dd55234dd27ee29f1a5c48db0ff6c10053c8825ba0f3396955ce210b69d7870c"],"state_sha256":"52d42256c4c8461a45b79c1f004b56637768a1b65305f017217a72e2d46389d8"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"b8gfmbVPqvOwVwZmTFwkg48a1+i99NbpJR03jWHFuJ0VPSqbVcNX58YMbrdac9N5LtvxUoXobwgW1tF0wrOLBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-14T23:39:48.454898Z","bundle_sha256":"d252b2df22b2adb59f02aa7eccc7499c3b0e3b71c503bfcc24e7d7db04025048"}}