{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:M42O6IU4PCEZ35VXI6YDYNXZSM","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":"9961f35ae0d28d885f088f09192cfdff822aa91901261fe99348107317ea3732","cross_cats_sorted":["eess.SP"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2024-05-07T12:54:54Z","title_canon_sha256":"279dfc47af97f90c267ae5e70a938648f1b8e3798d297fd0b03952883a8c8153"},"schema_version":"1.0","source":{"id":"2405.04285","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.04285","created_at":"2026-07-05T08:16:34Z"},{"alias_kind":"arxiv_version","alias_value":"2405.04285v1","created_at":"2026-07-05T08:16:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.04285","created_at":"2026-07-05T08:16:34Z"},{"alias_kind":"pith_short_12","alias_value":"M42O6IU4PCEZ","created_at":"2026-07-05T08:16:34Z"},{"alias_kind":"pith_short_16","alias_value":"M42O6IU4PCEZ35VX","created_at":"2026-07-05T08:16:34Z"},{"alias_kind":"pith_short_8","alias_value":"M42O6IU4","created_at":"2026-07-05T08:16:34Z"}],"graph_snapshots":[{"event_id":"sha256:dfb5dea8168e7e1c881adddcc8b2e2deeba57cd8643ada067b762a187d04f532","target":"graph","created_at":"2026-07-05T08:16:34Z","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/2405.04285/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Foundation models have enormous potential in advancing Earth and climate sciences, however, current approaches may not be optimal as they focus on a few basic features of a desirable Earth and climate foundation model. Crafting the ideal Earth foundation model, we define eleven features which would allow such a foundation model to be beneficial for any geoscientific downstream application in an environmental- and human-centric manner.We further shed light on the way forward to achieve the ideal model and to evaluate Earth foundation models. What comes after foundation models? Energy efficient ","authors_text":"Adam J. Stewart, Konrad Heidler, Qingsong Xu, Thomas Dujardin, Xiao Xiang Zhu, Yilei Shi, Yi Wang, Yuanyuan Wang, Zhenghang Yuan, Zhitong Xiong","cross_cats":["eess.SP"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2024-05-07T12:54:54Z","title":"On the Foundations of Earth and Climate Foundation Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.04285","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":"sha256:7348a7fa9e6479098fe1b5d6749992ef006d8647beb5cbae94cfacb7f8d1c006","target":"record","created_at":"2026-07-05T08:16:34Z","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":"9961f35ae0d28d885f088f09192cfdff822aa91901261fe99348107317ea3732","cross_cats_sorted":["eess.SP"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2024-05-07T12:54:54Z","title_canon_sha256":"279dfc47af97f90c267ae5e70a938648f1b8e3798d297fd0b03952883a8c8153"},"schema_version":"1.0","source":{"id":"2405.04285","kind":"arxiv","version":1}},"canonical_sha256":"6734ef229c78899df6b747b03c36f99311d97a9fc98b04d48d65eaee8e69565d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6734ef229c78899df6b747b03c36f99311d97a9fc98b04d48d65eaee8e69565d","first_computed_at":"2026-07-05T08:16:34.591800Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:16:34.591800Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"osO5qBCyaTlu8rRpD0x3FV+54AV7tUwkzrwzMfefxCHFKmXp/8zdqH5ZZnSSrXIH+6Fhv5hyKKjXJ8Cx91x/Aw==","signature_status":"signed_v1","signed_at":"2026-07-05T08:16:34.592283Z","signed_message":"canonical_sha256_bytes"},"source_id":"2405.04285","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7348a7fa9e6479098fe1b5d6749992ef006d8647beb5cbae94cfacb7f8d1c006","sha256:dfb5dea8168e7e1c881adddcc8b2e2deeba57cd8643ada067b762a187d04f532"],"state_sha256":"c7baa73e961301c3c28be6bc82835b5f2af480c591d76fcfa62fed2df93ab7f9"}