{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2017:ASDRJJREB35D7QVMKSG55KEBRE","short_pith_number":"pith:ASDRJJRE","schema_version":"1.0","canonical_sha256":"048714a6240efa3fc2ac548ddea881892937a363a511062aa5eb94d2aa1456ce","source":{"kind":"arxiv","id":"1711.00264","version":4},"attestation_state":"computed","paper":{"title":"Role of sufficient statistics in stochastic thermodynamics and its implication to sensory adaptation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["physics.bio-ph","q-bio.MN"],"primary_cat":"cond-mat.stat-mech","authors_text":"Takahiro Sagawa, Takumi Matsumoto","submitted_at":"2017-11-01T09:25:52Z","abstract_excerpt":"A sufficient statistic is a significant concept in statistics, which means a probability variable that has sufficient information required for an inference task. We investigate the roles of sufficient statistics and related quantities in stochastic thermodynamics. Specifically, we prove that for general continuous-time bipartite networks, the existence of a sufficient statistic implies that an informational quantity called the sensory capacity takes the maximum. Since the maximal sensory capacity imposes a constraint that the energetic efficiency cannot exceed one-half, our result implies that"},"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":"1711.00264","kind":"arxiv","version":4},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cond-mat.stat-mech","submitted_at":"2017-11-01T09:25:52Z","cross_cats_sorted":["physics.bio-ph","q-bio.MN"],"title_canon_sha256":"27426b5f3d3236473f0739474d099989102d86429abf7a8dccd1aba7fef62c51","abstract_canon_sha256":"4ba66253a0afdcf7454037e4257f72e015996a7620be1efd4eb138719ea546c3"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:18:53.080267Z","signature_b64":"9m1T00AY86eOJ9wgQEvUSU+6mncGiWgnpiIICq29VKpZ+5b8PjOgwYRvsT26FKynZOKwJX20ALUa1kDMAdlKCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"048714a6240efa3fc2ac548ddea881892937a363a511062aa5eb94d2aa1456ce","last_reissued_at":"2026-05-18T00:18:53.079769Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:18:53.079769Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Role of sufficient statistics in stochastic thermodynamics and its implication to sensory adaptation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["physics.bio-ph","q-bio.MN"],"primary_cat":"cond-mat.stat-mech","authors_text":"Takahiro Sagawa, Takumi Matsumoto","submitted_at":"2017-11-01T09:25:52Z","abstract_excerpt":"A sufficient statistic is a significant concept in statistics, which means a probability variable that has sufficient information required for an inference task. We investigate the roles of sufficient statistics and related quantities in stochastic thermodynamics. Specifically, we prove that for general continuous-time bipartite networks, the existence of a sufficient statistic implies that an informational quantity called the sensory capacity takes the maximum. Since the maximal sensory capacity imposes a constraint that the energetic efficiency cannot exceed one-half, our result implies that"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1711.00264","kind":"arxiv","version":4},"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":"1711.00264","created_at":"2026-05-18T00:18:53.079841+00:00"},{"alias_kind":"arxiv_version","alias_value":"1711.00264v4","created_at":"2026-05-18T00:18:53.079841+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1711.00264","created_at":"2026-05-18T00:18:53.079841+00:00"},{"alias_kind":"pith_short_12","alias_value":"ASDRJJREB35D","created_at":"2026-05-18T12:31:08.081275+00:00"},{"alias_kind":"pith_short_16","alias_value":"ASDRJJREB35D7QVM","created_at":"2026-05-18T12:31:08.081275+00:00"},{"alias_kind":"pith_short_8","alias_value":"ASDRJJRE","created_at":"2026-05-18T12:31:08.081275+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/ASDRJJREB35D7QVMKSG55KEBRE","json":"https://pith.science/pith/ASDRJJREB35D7QVMKSG55KEBRE.json","graph_json":"https://pith.science/api/pith-number/ASDRJJREB35D7QVMKSG55KEBRE/graph.json","events_json":"https://pith.science/api/pith-number/ASDRJJREB35D7QVMKSG55KEBRE/events.json","paper":"https://pith.science/paper/ASDRJJRE"},"agent_actions":{"view_html":"https://pith.science/pith/ASDRJJREB35D7QVMKSG55KEBRE","download_json":"https://pith.science/pith/ASDRJJREB35D7QVMKSG55KEBRE.json","view_paper":"https://pith.science/paper/ASDRJJRE","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1711.00264&json=true","fetch_graph":"https://pith.science/api/pith-number/ASDRJJREB35D7QVMKSG55KEBRE/graph.json","fetch_events":"https://pith.science/api/pith-number/ASDRJJREB35D7QVMKSG55KEBRE/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/ASDRJJREB35D7QVMKSG55KEBRE/action/timestamp_anchor","attest_storage":"https://pith.science/pith/ASDRJJREB35D7QVMKSG55KEBRE/action/storage_attestation","attest_author":"https://pith.science/pith/ASDRJJREB35D7QVMKSG55KEBRE/action/author_attestation","sign_citation":"https://pith.science/pith/ASDRJJREB35D7QVMKSG55KEBRE/action/citation_signature","submit_replication":"https://pith.science/pith/ASDRJJREB35D7QVMKSG55KEBRE/action/replication_record"}},"created_at":"2026-05-18T00:18:53.079841+00:00","updated_at":"2026-05-18T00:18:53.079841+00:00"}