{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:KUZ23QEH6VB6KMB24NQDTIXKYJ","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":"521854e900bd839722c715c624fcff50187c5914a07093feb21399f4230cf59f","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-08-08T21:15:12Z","title_canon_sha256":"2984b34be83a07d4e8d82bc07e526d481352b6eac47d329d1cd218f0e4d7c0d8"},"schema_version":"1.0","source":{"id":"2508.06704","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.06704","created_at":"2026-07-05T11:51:05Z"},{"alias_kind":"arxiv_version","alias_value":"2508.06704v1","created_at":"2026-07-05T11:51:05Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.06704","created_at":"2026-07-05T11:51:05Z"},{"alias_kind":"pith_short_12","alias_value":"KUZ23QEH6VB6","created_at":"2026-07-05T11:51:05Z"},{"alias_kind":"pith_short_16","alias_value":"KUZ23QEH6VB6KMB2","created_at":"2026-07-05T11:51:05Z"},{"alias_kind":"pith_short_8","alias_value":"KUZ23QEH","created_at":"2026-07-05T11:51:05Z"}],"graph_snapshots":[{"event_id":"sha256:3475759747b4ace92e207629bf2848ae2c16ca45cfa0aac3c5073c274b9110bd","target":"graph","created_at":"2026-07-05T11:51:05Z","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/2508.06704/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Species distribution models (SDMs) are widely used to predict species' geographic distributions, serving as critical tools for ecological research and conservation planning. Typically, SDMs relate species occurrences to environmental variables representing abiotic factors, such as temperature, precipitation, and soil properties. However, species distributions are also strongly influenced by biotic interactions with other species, which are often overlooked. While some methods partially address this limitation by incorporating biotic interactions, they often assume symmetrical pairwise relation","authors_text":"David Rolnick, Devis Tuia, Hager Radi Abdelwahed, Hugo Larochelle, Laura Pollock, M\\'elisande Teng, Robin Zbinden","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-08-08T21:15:12Z","title":"CISO: Species Distribution Modeling Conditioned on Incomplete Species Observations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.06704","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":"sha256:24d72cef5e6e96480b72f4479a396ff0644f996a193d887b2f0cdf06984143ad","target":"record","created_at":"2026-07-05T11:51:05Z","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":"521854e900bd839722c715c624fcff50187c5914a07093feb21399f4230cf59f","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-08-08T21:15:12Z","title_canon_sha256":"2984b34be83a07d4e8d82bc07e526d481352b6eac47d329d1cd218f0e4d7c0d8"},"schema_version":"1.0","source":{"id":"2508.06704","kind":"arxiv","version":1}},"canonical_sha256":"5533adc087f543e5303ae36039a2eac25a08e25ffa6dc25d2f0e420e8625b3fa","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5533adc087f543e5303ae36039a2eac25a08e25ffa6dc25d2f0e420e8625b3fa","first_computed_at":"2026-07-05T11:51:05.175428Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:51:05.175428Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"7c5eKazU3OpzBKB18PvVVir0IY2vv6pTDdlYs2manOtyHaI4Q7ao/elYVQPwtQwizz8bEfHiAYeUI//AgASwAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:51:05.175884Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.06704","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:24d72cef5e6e96480b72f4479a396ff0644f996a193d887b2f0cdf06984143ad","sha256:3475759747b4ace92e207629bf2848ae2c16ca45cfa0aac3c5073c274b9110bd"],"state_sha256":"a4eb8a29dc81224fff0226aebc0115dd04673ad299cdd128bbfa2be60e047f01"}