{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2014:4OYGT37HZKRLUQBCU7SM64L7O4","short_pith_number":"pith:4OYGT37H","schema_version":"1.0","canonical_sha256":"e3b069efe7caa2ba4022a7e4cf717f77307c5ac217f9e5418de48dcc333efe3d","source":{"kind":"arxiv","id":"1408.6694","version":1},"attestation_state":"computed","paper":{"title":"Sampling through time and phylodynamic inference with coalescent and birth-death models","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"q-bio.PE","authors_text":"Erik M. Volz, Simon DW Frost","submitted_at":"2014-08-28T12:13:37Z","abstract_excerpt":"Many population genetic models have been developed for the purpose of inferring population size and growth rates from random samples of genetic data. We examine two popular approaches to this problem, the coalescent and the birth-death-sampling model, in the context of estimating population size and birth rates in a population growing exponentially according to the birth-death branching process. For sequences sampled at a single time, we found the coalescent and the birth-death-sampling model gave virtually indistinguishable results in terms of the growth rates and fraction of the population s"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"1408.6694","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.PE","submitted_at":"2014-08-28T12:13:37Z","cross_cats_sorted":[],"title_canon_sha256":"a844e64458d6733cfe509032067e26f04fd653126672bc8604ce39a5118de129","abstract_canon_sha256":"e82946c3ddf611c0a0b0a4dc13e26e5345e0530802e52bf25390b4e1b1788ba7"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T02:44:01.030093Z","signature_b64":"cEEcmAM/N6xWLnWkUf7Y9YweVlZKWhphGleystwxlXOXuHjFS1YLSKjL2Mi9YJm+/w09/Mhs0OYuuAOcpP5dBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"e3b069efe7caa2ba4022a7e4cf717f77307c5ac217f9e5418de48dcc333efe3d","last_reissued_at":"2026-05-18T02:44:01.029709Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T02:44:01.029709Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Sampling through time and phylodynamic inference with coalescent and birth-death models","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"q-bio.PE","authors_text":"Erik M. Volz, Simon DW Frost","submitted_at":"2014-08-28T12:13:37Z","abstract_excerpt":"Many population genetic models have been developed for the purpose of inferring population size and growth rates from random samples of genetic data. We examine two popular approaches to this problem, the coalescent and the birth-death-sampling model, in the context of estimating population size and birth rates in a population growing exponentially according to the birth-death branching process. For sequences sampled at a single time, we found the coalescent and the birth-death-sampling model gave virtually indistinguishable results in terms of the growth rates and fraction of the population s"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1408.6694","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":""},"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"},"aliases":[{"alias_kind":"arxiv","alias_value":"1408.6694","created_at":"2026-05-18T02:44:01.029757+00:00"},{"alias_kind":"arxiv_version","alias_value":"1408.6694v1","created_at":"2026-05-18T02:44:01.029757+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1408.6694","created_at":"2026-05-18T02:44:01.029757+00:00"},{"alias_kind":"pith_short_12","alias_value":"4OYGT37HZKRL","created_at":"2026-05-18T12:28:14.216126+00:00"},{"alias_kind":"pith_short_16","alias_value":"4OYGT37HZKRLUQBC","created_at":"2026-05-18T12:28:14.216126+00:00"},{"alias_kind":"pith_short_8","alias_value":"4OYGT37H","created_at":"2026-05-18T12:28:14.216126+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/4OYGT37HZKRLUQBCU7SM64L7O4","json":"https://pith.science/pith/4OYGT37HZKRLUQBCU7SM64L7O4.json","graph_json":"https://pith.science/api/pith-number/4OYGT37HZKRLUQBCU7SM64L7O4/graph.json","events_json":"https://pith.science/api/pith-number/4OYGT37HZKRLUQBCU7SM64L7O4/events.json","paper":"https://pith.science/paper/4OYGT37H"},"agent_actions":{"view_html":"https://pith.science/pith/4OYGT37HZKRLUQBCU7SM64L7O4","download_json":"https://pith.science/pith/4OYGT37HZKRLUQBCU7SM64L7O4.json","view_paper":"https://pith.science/paper/4OYGT37H","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1408.6694&json=true","fetch_graph":"https://pith.science/api/pith-number/4OYGT37HZKRLUQBCU7SM64L7O4/graph.json","fetch_events":"https://pith.science/api/pith-number/4OYGT37HZKRLUQBCU7SM64L7O4/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/4OYGT37HZKRLUQBCU7SM64L7O4/action/timestamp_anchor","attest_storage":"https://pith.science/pith/4OYGT37HZKRLUQBCU7SM64L7O4/action/storage_attestation","attest_author":"https://pith.science/pith/4OYGT37HZKRLUQBCU7SM64L7O4/action/author_attestation","sign_citation":"https://pith.science/pith/4OYGT37HZKRLUQBCU7SM64L7O4/action/citation_signature","submit_replication":"https://pith.science/pith/4OYGT37HZKRLUQBCU7SM64L7O4/action/replication_record"}},"created_at":"2026-05-18T02:44:01.029757+00:00","updated_at":"2026-05-18T02:44:01.029757+00:00"}