{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:RYQHM2DZ5OWUUNWOPRIZN6AQKV","short_pith_number":"pith:RYQHM2DZ","canonical_record":{"source":{"id":"2406.12452","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-06-18T09:57:02Z","cross_cats_sorted":["cs.AI","cs.LG"],"title_canon_sha256":"2e4c6fdc8c92abe00ae828e6bde96625eee505e43d267dd1298224ed9edac1c1","abstract_canon_sha256":"5e94bb26e45cc810186c56f5a6c02e0fad86c3866e93add8127ea45ec912b65d"},"schema_version":"1.0"},"canonical_sha256":"8e20766879ebad4a36ce7c5196f810557ac17fd257ab4bb676aab81b427dc81d","source":{"kind":"arxiv","id":"2406.12452","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.12452","created_at":"2026-07-05T09:13:04Z"},{"alias_kind":"arxiv_version","alias_value":"2406.12452v2","created_at":"2026-07-05T09:13:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.12452","created_at":"2026-07-05T09:13:04Z"},{"alias_kind":"pith_short_12","alias_value":"RYQHM2DZ5OWU","created_at":"2026-07-05T09:13:04Z"},{"alias_kind":"pith_short_16","alias_value":"RYQHM2DZ5OWUUNWO","created_at":"2026-07-05T09:13:04Z"},{"alias_kind":"pith_short_8","alias_value":"RYQHM2DZ","created_at":"2026-07-05T09:13:04Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:RYQHM2DZ5OWUUNWOPRIZN6AQKV","target":"record","payload":{"canonical_record":{"source":{"id":"2406.12452","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-06-18T09:57:02Z","cross_cats_sorted":["cs.AI","cs.LG"],"title_canon_sha256":"2e4c6fdc8c92abe00ae828e6bde96625eee505e43d267dd1298224ed9edac1c1","abstract_canon_sha256":"5e94bb26e45cc810186c56f5a6c02e0fad86c3866e93add8127ea45ec912b65d"},"schema_version":"1.0"},"canonical_sha256":"8e20766879ebad4a36ce7c5196f810557ac17fd257ab4bb676aab81b427dc81d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:13:04.099111Z","signature_b64":"d3p+rPCN2NqDQSjC+7Bv/PY4k5uziEM+4kL/5GmGRrHNacvfVFeXc0FmsWsiuUIXTZmM3iQhgxGdDpCQyb9KCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8e20766879ebad4a36ce7c5196f810557ac17fd257ab4bb676aab81b427dc81d","last_reissued_at":"2026-07-05T09:13:04.098608Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:13:04.098608Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2406.12452","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":"2026-07-05T09:13:04Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"83Vf3IX+YJF087MwFiVenWNphVromx6yqg0/aNrcSyix2THTU4fHeRTO5DDzpln3uZhURUqnuiPufiywAhDwBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T20:58:53.822349Z"},"content_sha256":"3f1538f6c8a770c8f267207ec11743e7746c77abb15d0e66b4d7f9f6a0201477","schema_version":"1.0","event_id":"sha256:3f1538f6c8a770c8f267207ec11743e7746c77abb15d0e66b4d7f9f6a0201477"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:RYQHM2DZ5OWUUNWOPRIZN6AQKV","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Insect Identification in the Wild: The AMI Dataset","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.LG"],"primary_cat":"cs.CV","authors_text":"Aditya Jain, Alba Gomez Segura, Alexandre Anctil, Ana Cecilia Zamora, David Rolnick, David Roy, Eduardo Navarro, Fagner Cunha, Filonila Perez Pimentel, Flemming Helsing, JoAnne Russo, Jonathan Fr\\'echette, Jonathan Gagnon, Jos\\'e Alejandro Ramirez Silva, Juan Sebasti\\'an Ca\\~nas, Kent P. McFarland, Kim Bjerge, L\\'eonard Pasi, Marc B\\'elisle, Marc Botham, Maxim Larriv\\'ee, Michael James Bunsen, Michael Sabourin, Nathan Pinoy, Toke Thomas H{\\o}ye, Tom August, Yacksecari Lopez, Yves Basset","submitted_at":"2024-06-18T09:57:02Z","abstract_excerpt":"Insects represent half of all global biodiversity, yet many of the world's insects are disappearing, with severe implications for ecosystems and agriculture. Despite this crisis, data on insect diversity and abundance remain woefully inadequate, due to the scarcity of human experts and the lack of scalable tools for monitoring. Ecologists have started to adopt camera traps to record and study insects, and have proposed computer vision algorithms as an answer for scalable data processing. However, insect monitoring in the wild poses unique challenges that have not yet been addressed within comp"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.12452","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/2406.12452/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":"2026-07-05T09:13:04Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"EK+nuTkYkNZrdr2VZHc2EUSrRAm9mtFuAe1DyxK9Flbn2GMA1RC8zvqR7ouTulREkFziVGjRlJ5/ulR4N/SNAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T20:58:53.822735Z"},"content_sha256":"30b1bc5538ea06882228e07b2386796317cf6d583937a0082c0c46aeb219fc8c","schema_version":"1.0","event_id":"sha256:30b1bc5538ea06882228e07b2386796317cf6d583937a0082c0c46aeb219fc8c"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/RYQHM2DZ5OWUUNWOPRIZN6AQKV/bundle.json","state_url":"https://pith.science/pith/RYQHM2DZ5OWUUNWOPRIZN6AQKV/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/RYQHM2DZ5OWUUNWOPRIZN6AQKV/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":"2026-07-06T20:58:53Z","links":{"resolver":"https://pith.science/pith/RYQHM2DZ5OWUUNWOPRIZN6AQKV","bundle":"https://pith.science/pith/RYQHM2DZ5OWUUNWOPRIZN6AQKV/bundle.json","state":"https://pith.science/pith/RYQHM2DZ5OWUUNWOPRIZN6AQKV/state.json","well_known_bundle":"https://pith.science/.well-known/pith/RYQHM2DZ5OWUUNWOPRIZN6AQKV/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:RYQHM2DZ5OWUUNWOPRIZN6AQKV","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":"5e94bb26e45cc810186c56f5a6c02e0fad86c3866e93add8127ea45ec912b65d","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-06-18T09:57:02Z","title_canon_sha256":"2e4c6fdc8c92abe00ae828e6bde96625eee505e43d267dd1298224ed9edac1c1"},"schema_version":"1.0","source":{"id":"2406.12452","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.12452","created_at":"2026-07-05T09:13:04Z"},{"alias_kind":"arxiv_version","alias_value":"2406.12452v2","created_at":"2026-07-05T09:13:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.12452","created_at":"2026-07-05T09:13:04Z"},{"alias_kind":"pith_short_12","alias_value":"RYQHM2DZ5OWU","created_at":"2026-07-05T09:13:04Z"},{"alias_kind":"pith_short_16","alias_value":"RYQHM2DZ5OWUUNWO","created_at":"2026-07-05T09:13:04Z"},{"alias_kind":"pith_short_8","alias_value":"RYQHM2DZ","created_at":"2026-07-05T09:13:04Z"}],"graph_snapshots":[{"event_id":"sha256:30b1bc5538ea06882228e07b2386796317cf6d583937a0082c0c46aeb219fc8c","target":"graph","created_at":"2026-07-05T09:13:04Z","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/2406.12452/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Insects represent half of all global biodiversity, yet many of the world's insects are disappearing, with severe implications for ecosystems and agriculture. Despite this crisis, data on insect diversity and abundance remain woefully inadequate, due to the scarcity of human experts and the lack of scalable tools for monitoring. Ecologists have started to adopt camera traps to record and study insects, and have proposed computer vision algorithms as an answer for scalable data processing. However, insect monitoring in the wild poses unique challenges that have not yet been addressed within comp","authors_text":"Aditya Jain, Alba Gomez Segura, Alexandre Anctil, Ana Cecilia Zamora, David Rolnick, David Roy, Eduardo Navarro, Fagner Cunha, Filonila Perez Pimentel, Flemming Helsing, JoAnne Russo, Jonathan Fr\\'echette, Jonathan Gagnon, Jos\\'e Alejandro Ramirez Silva, Juan Sebasti\\'an Ca\\~nas, Kent P. McFarland, Kim Bjerge, L\\'eonard Pasi, Marc B\\'elisle, Marc Botham, Maxim Larriv\\'ee, Michael James Bunsen, Michael Sabourin, Nathan Pinoy, Toke Thomas H{\\o}ye, Tom August, Yacksecari Lopez, Yves Basset","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-06-18T09:57:02Z","title":"Insect Identification in the Wild: The AMI Dataset"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.12452","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":"sha256:3f1538f6c8a770c8f267207ec11743e7746c77abb15d0e66b4d7f9f6a0201477","target":"record","created_at":"2026-07-05T09:13:04Z","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":"5e94bb26e45cc810186c56f5a6c02e0fad86c3866e93add8127ea45ec912b65d","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-06-18T09:57:02Z","title_canon_sha256":"2e4c6fdc8c92abe00ae828e6bde96625eee505e43d267dd1298224ed9edac1c1"},"schema_version":"1.0","source":{"id":"2406.12452","kind":"arxiv","version":2}},"canonical_sha256":"8e20766879ebad4a36ce7c5196f810557ac17fd257ab4bb676aab81b427dc81d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8e20766879ebad4a36ce7c5196f810557ac17fd257ab4bb676aab81b427dc81d","first_computed_at":"2026-07-05T09:13:04.098608Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:13:04.098608Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"d3p+rPCN2NqDQSjC+7Bv/PY4k5uziEM+4kL/5GmGRrHNacvfVFeXc0FmsWsiuUIXTZmM3iQhgxGdDpCQyb9KCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T09:13:04.099111Z","signed_message":"canonical_sha256_bytes"},"source_id":"2406.12452","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3f1538f6c8a770c8f267207ec11743e7746c77abb15d0e66b4d7f9f6a0201477","sha256:30b1bc5538ea06882228e07b2386796317cf6d583937a0082c0c46aeb219fc8c"],"state_sha256":"6e6850da0de872d3e2d635bbd40e6b80a83acbd7cf40b6133f945a681c66bba0"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0MN3zERh13AGYbReP1TDc8out0k2/SAQxygYmq8xsD9/5YFr3aF60rBdRgHIVBjfunVNQfm3BHUkfg0mKsupAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-06T20:58:53.824763Z","bundle_sha256":"165d4ac3ea69e60508c9f3b5b2b1fa42878a5e8927b4f281fc77d5e912cde1ee"}}