{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:SA5L6ZW4PCAXXNVUO5HZLZOHQB","short_pith_number":"pith:SA5L6ZW4","canonical_record":{"source":{"id":"2401.16424","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-01-29T18:59:56Z","cross_cats_sorted":["q-bio.QM"],"title_canon_sha256":"4dab9a5537ecda737b8223ee206fa0746924743822958ccfebca4f0cea6d3fd0","abstract_canon_sha256":"eb2898563782701ff31dda05c6ba0d000d908d8beda57cf8091480c63fee8923"},"schema_version":"1.0"},"canonical_sha256":"903abf66dc78817bb6b4774f95e5c7804eebf60522375d602dc1669c52a1c42f","source":{"kind":"arxiv","id":"2401.16424","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2401.16424","created_at":"2026-07-05T08:54:06Z"},{"alias_kind":"arxiv_version","alias_value":"2401.16424v2","created_at":"2026-07-05T08:54:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2401.16424","created_at":"2026-07-05T08:54:06Z"},{"alias_kind":"pith_short_12","alias_value":"SA5L6ZW4PCAX","created_at":"2026-07-05T08:54:06Z"},{"alias_kind":"pith_short_16","alias_value":"SA5L6ZW4PCAXXNVU","created_at":"2026-07-05T08:54:06Z"},{"alias_kind":"pith_short_8","alias_value":"SA5L6ZW4","created_at":"2026-07-05T08:54:06Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:SA5L6ZW4PCAXXNVUO5HZLZOHQB","target":"record","payload":{"canonical_record":{"source":{"id":"2401.16424","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-01-29T18:59:56Z","cross_cats_sorted":["q-bio.QM"],"title_canon_sha256":"4dab9a5537ecda737b8223ee206fa0746924743822958ccfebca4f0cea6d3fd0","abstract_canon_sha256":"eb2898563782701ff31dda05c6ba0d000d908d8beda57cf8091480c63fee8923"},"schema_version":"1.0"},"canonical_sha256":"903abf66dc78817bb6b4774f95e5c7804eebf60522375d602dc1669c52a1c42f","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:54:06.802532Z","signature_b64":"v7eWeH1UXTsrlvjLACTCB7FwzuicXiHN1E+vLAXAAp7XehCkXwa21axIALfEl3nN3njvtFBuYQBhY6d/m6p5Cw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"903abf66dc78817bb6b4774f95e5c7804eebf60522375d602dc1669c52a1c42f","last_reissued_at":"2026-07-05T08:54:06.802046Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:54:06.802046Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2401.16424","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:54:06Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/9/4gHrFK0hdYOT4pdVEvdxT40x0DECxm6Ah6zt3NyLyqWeaC54yZfYYiDbGNb1a3fUwFTS//n6Bwp/h9j3ODg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T05:53:50.819490Z"},"content_sha256":"269ba84c75525d4e6d862eff0f29600f9a33db769fe8d65180e2a13bf4e607a1","schema_version":"1.0","event_id":"sha256:269ba84c75525d4e6d862eff0f29600f9a33db769fe8d65180e2a13bf4e607a1"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:SA5L6ZW4PCAXXNVUO5HZLZOHQB","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Computer Vision for Primate Behavior Analysis in the Wild","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["q-bio.QM"],"primary_cat":"cs.CV","authors_text":"Alexander Gail, Alexander S. Ecker, Claudia Fichtel, Derek Murphy, Florentin W\\\"org\\\"otter, Hansj\\\"org Scherberger, Jonathan Henrich, Julia Fischer, Julia Ostner, Matthias Nuske, Oliver Sch\\\"ulke, Peter M. Kappeler, Richard Vogg, Sharmita Dey, Stefan Treue, Timo L\\\"uddecke, Valentin Hassler","submitted_at":"2024-01-29T18:59:56Z","abstract_excerpt":"Advances in computer vision as well as increasingly widespread video-based behavioral monitoring have great potential for transforming how we study animal cognition and behavior. However, there is still a fairly large gap between the exciting prospects and what can actually be achieved in practice today, especially in videos from the wild. With this perspective paper, we want to contribute towards closing this gap, by guiding behavioral scientists in what can be expected from current methods and steering computer vision researchers towards problems that are relevant to advance research in anim"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2401.16424","kind":"arxiv","version":2},"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/2401.16424/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":"2026-07-05T08:54:06Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"sNlY66rGk0qApQQCfJqJQth18s9g749sUlnTTUSxH6VJu4XwU2x0kBXqhXyPfmq7ygHPjiPS4dk7TLVFuY//Cw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T05:53:50.820004Z"},"content_sha256":"d5553795c1206fa08920d9299fe8994a19cb28cfd0bfff44795e34be0631a44d","schema_version":"1.0","event_id":"sha256:d5553795c1206fa08920d9299fe8994a19cb28cfd0bfff44795e34be0631a44d"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/SA5L6ZW4PCAXXNVUO5HZLZOHQB/bundle.json","state_url":"https://pith.science/pith/SA5L6ZW4PCAXXNVUO5HZLZOHQB/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/SA5L6ZW4PCAXXNVUO5HZLZOHQB/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":"2026-08-22T05:53:50Z","links":{"resolver":"https://pith.science/pith/SA5L6ZW4PCAXXNVUO5HZLZOHQB","bundle":"https://pith.science/pith/SA5L6ZW4PCAXXNVUO5HZLZOHQB/bundle.json","state":"https://pith.science/pith/SA5L6ZW4PCAXXNVUO5HZLZOHQB/state.json","well_known_bundle":"https://pith.science/.well-known/pith/SA5L6ZW4PCAXXNVUO5HZLZOHQB/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:SA5L6ZW4PCAXXNVUO5HZLZOHQB","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":"eb2898563782701ff31dda05c6ba0d000d908d8beda57cf8091480c63fee8923","cross_cats_sorted":["q-bio.QM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-01-29T18:59:56Z","title_canon_sha256":"4dab9a5537ecda737b8223ee206fa0746924743822958ccfebca4f0cea6d3fd0"},"schema_version":"1.0","source":{"id":"2401.16424","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2401.16424","created_at":"2026-07-05T08:54:06Z"},{"alias_kind":"arxiv_version","alias_value":"2401.16424v2","created_at":"2026-07-05T08:54:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2401.16424","created_at":"2026-07-05T08:54:06Z"},{"alias_kind":"pith_short_12","alias_value":"SA5L6ZW4PCAX","created_at":"2026-07-05T08:54:06Z"},{"alias_kind":"pith_short_16","alias_value":"SA5L6ZW4PCAXXNVU","created_at":"2026-07-05T08:54:06Z"},{"alias_kind":"pith_short_8","alias_value":"SA5L6ZW4","created_at":"2026-07-05T08:54:06Z"}],"graph_snapshots":[{"event_id":"sha256:d5553795c1206fa08920d9299fe8994a19cb28cfd0bfff44795e34be0631a44d","target":"graph","created_at":"2026-07-05T08:54:06Z","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/2401.16424/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Advances in computer vision as well as increasingly widespread video-based behavioral monitoring have great potential for transforming how we study animal cognition and behavior. However, there is still a fairly large gap between the exciting prospects and what can actually be achieved in practice today, especially in videos from the wild. With this perspective paper, we want to contribute towards closing this gap, by guiding behavioral scientists in what can be expected from current methods and steering computer vision researchers towards problems that are relevant to advance research in anim","authors_text":"Alexander Gail, Alexander S. Ecker, Claudia Fichtel, Derek Murphy, Florentin W\\\"org\\\"otter, Hansj\\\"org Scherberger, Jonathan Henrich, Julia Fischer, Julia Ostner, Matthias Nuske, Oliver Sch\\\"ulke, Peter M. Kappeler, Richard Vogg, Sharmita Dey, Stefan Treue, Timo L\\\"uddecke, Valentin Hassler","cross_cats":["q-bio.QM"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-01-29T18:59:56Z","title":"Computer Vision for Primate Behavior Analysis in the Wild"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2401.16424","kind":"arxiv","version":2},"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":"sha256:269ba84c75525d4e6d862eff0f29600f9a33db769fe8d65180e2a13bf4e607a1","target":"record","created_at":"2026-07-05T08:54:06Z","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":"eb2898563782701ff31dda05c6ba0d000d908d8beda57cf8091480c63fee8923","cross_cats_sorted":["q-bio.QM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-01-29T18:59:56Z","title_canon_sha256":"4dab9a5537ecda737b8223ee206fa0746924743822958ccfebca4f0cea6d3fd0"},"schema_version":"1.0","source":{"id":"2401.16424","kind":"arxiv","version":2}},"canonical_sha256":"903abf66dc78817bb6b4774f95e5c7804eebf60522375d602dc1669c52a1c42f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"903abf66dc78817bb6b4774f95e5c7804eebf60522375d602dc1669c52a1c42f","first_computed_at":"2026-07-05T08:54:06.802046Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:54:06.802046Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"v7eWeH1UXTsrlvjLACTCB7FwzuicXiHN1E+vLAXAAp7XehCkXwa21axIALfEl3nN3njvtFBuYQBhY6d/m6p5Cw==","signature_status":"signed_v1","signed_at":"2026-07-05T08:54:06.802532Z","signed_message":"canonical_sha256_bytes"},"source_id":"2401.16424","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:269ba84c75525d4e6d862eff0f29600f9a33db769fe8d65180e2a13bf4e607a1","sha256:d5553795c1206fa08920d9299fe8994a19cb28cfd0bfff44795e34be0631a44d"],"state_sha256":"90f48bfaad8c5b29cfbbaf0f5d5c1847e6d15cc16f5b1f2d04f0aa7706e4a4f3"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"K0FWxe0WmxBrTHzx8nTLDl+yhEmhdRxMnyR8DuAlA8SpEmM2sZeEnkc1m1b5nZOAnfADoXJD6GJgwXunkXzeCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-22T05:53:50.824555Z","bundle_sha256":"a46b91f4135ba3cb7f0d0d28a34ad692759bdfb353d9023dda0f9b98c849660a"}}