{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2017:CSXZHA2JJZGOP2ISACF74ZNGMV","short_pith_number":"pith:CSXZHA2J","canonical_record":{"source":{"id":"1712.00544","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.OT","submitted_at":"2017-12-02T04:13:17Z","cross_cats_sorted":[],"title_canon_sha256":"65def0166657ba86b1618905538c5059d16b9433df5994a7a19b59678b556b44","abstract_canon_sha256":"a538e5608671c699b0fdf877b4840826dfaa42c3ec6f06ebe77a6d92aed22f25"},"schema_version":"1.0"},"canonical_sha256":"14af9383494e4ce7e912008bfe65a665623c1c37f3854bf4f9ee8a098ce0a13d","source":{"kind":"arxiv","id":"1712.00544","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1712.00544","created_at":"2026-05-18T00:28:51Z"},{"alias_kind":"arxiv_version","alias_value":"1712.00544v2","created_at":"2026-05-18T00:28:51Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1712.00544","created_at":"2026-05-18T00:28:51Z"},{"alias_kind":"pith_short_12","alias_value":"CSXZHA2JJZGO","created_at":"2026-05-18T12:31:10Z"},{"alias_kind":"pith_short_16","alias_value":"CSXZHA2JJZGOP2IS","created_at":"2026-05-18T12:31:10Z"},{"alias_kind":"pith_short_8","alias_value":"CSXZHA2J","created_at":"2026-05-18T12:31:10Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2017:CSXZHA2JJZGOP2ISACF74ZNGMV","target":"record","payload":{"canonical_record":{"source":{"id":"1712.00544","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.OT","submitted_at":"2017-12-02T04:13:17Z","cross_cats_sorted":[],"title_canon_sha256":"65def0166657ba86b1618905538c5059d16b9433df5994a7a19b59678b556b44","abstract_canon_sha256":"a538e5608671c699b0fdf877b4840826dfaa42c3ec6f06ebe77a6d92aed22f25"},"schema_version":"1.0"},"canonical_sha256":"14af9383494e4ce7e912008bfe65a665623c1c37f3854bf4f9ee8a098ce0a13d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:28:51.331366Z","signature_b64":"BG7kfrDPB2bcE6cHb5isGqWiGmtb4Xy0MbWULLfT6JlKtTMaVyi9fabQXG1CfcVK49GEQ7/oCRarh7XCwZW4Bg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"14af9383494e4ce7e912008bfe65a665623c1c37f3854bf4f9ee8a098ce0a13d","last_reissued_at":"2026-05-18T00:28:51.330806Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:28:51.330806Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1712.00544","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":"2026-05-18T00:28:51Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Xmlni5Yyw0KOHOq9g8H+PDM3+2hYOUW88yhvDe30sfFbvCOu5XZXIrbn45LCcMA+FcFt7q0d3jabCuYimiB6Cw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-01T12:06:08.141094Z"},"content_sha256":"98e57eb8cdbf9ae9cfebd78c19700de7f2caf9eb7c940aacafec0796e494a338","schema_version":"1.0","event_id":"sha256:98e57eb8cdbf9ae9cfebd78c19700de7f2caf9eb7c940aacafec0796e494a338"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2017:CSXZHA2JJZGOP2ISACF74ZNGMV","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Conducting Highly Principled Data Science: A Statistician's Job and Joy","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"stat.OT","authors_text":"Xiao-Li Meng","submitted_at":"2017-12-02T04:13:17Z","abstract_excerpt":"Highly Principled Data Science insists on methodologies that are: (1) scientifically justified, (2) statistically principled, and (3) computationally efficient. An astrostatistics collaboration, together with some reminiscences, illustrates the increased roles statisticians can and should play to ensure this trio, and to advance the science of data along the way."},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1712.00544","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":""},"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":"2026-05-18T00:28:51Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Qv2a7tIZ+yhRn31EbhDxsgjQQr5/cJ3OY1ya7/cyM4hvVcpzY4ni0Uesq/L4Qv2cmHiGQbNnk96uVacos5wODw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-01T12:06:08.141465Z"},"content_sha256":"f70e714367be6bab42a756d2b26f941be054ce6769d87b4d3b3bd10395ab0bd0","schema_version":"1.0","event_id":"sha256:f70e714367be6bab42a756d2b26f941be054ce6769d87b4d3b3bd10395ab0bd0"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/CSXZHA2JJZGOP2ISACF74ZNGMV/bundle.json","state_url":"https://pith.science/pith/CSXZHA2JJZGOP2ISACF74ZNGMV/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/CSXZHA2JJZGOP2ISACF74ZNGMV/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":"2026-06-01T12:06:08Z","links":{"resolver":"https://pith.science/pith/CSXZHA2JJZGOP2ISACF74ZNGMV","bundle":"https://pith.science/pith/CSXZHA2JJZGOP2ISACF74ZNGMV/bundle.json","state":"https://pith.science/pith/CSXZHA2JJZGOP2ISACF74ZNGMV/state.json","well_known_bundle":"https://pith.science/.well-known/pith/CSXZHA2JJZGOP2ISACF74ZNGMV/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:CSXZHA2JJZGOP2ISACF74ZNGMV","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":"a538e5608671c699b0fdf877b4840826dfaa42c3ec6f06ebe77a6d92aed22f25","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.OT","submitted_at":"2017-12-02T04:13:17Z","title_canon_sha256":"65def0166657ba86b1618905538c5059d16b9433df5994a7a19b59678b556b44"},"schema_version":"1.0","source":{"id":"1712.00544","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1712.00544","created_at":"2026-05-18T00:28:51Z"},{"alias_kind":"arxiv_version","alias_value":"1712.00544v2","created_at":"2026-05-18T00:28:51Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1712.00544","created_at":"2026-05-18T00:28:51Z"},{"alias_kind":"pith_short_12","alias_value":"CSXZHA2JJZGO","created_at":"2026-05-18T12:31:10Z"},{"alias_kind":"pith_short_16","alias_value":"CSXZHA2JJZGOP2IS","created_at":"2026-05-18T12:31:10Z"},{"alias_kind":"pith_short_8","alias_value":"CSXZHA2J","created_at":"2026-05-18T12:31:10Z"}],"graph_snapshots":[{"event_id":"sha256:f70e714367be6bab42a756d2b26f941be054ce6769d87b4d3b3bd10395ab0bd0","target":"graph","created_at":"2026-05-18T00:28:51Z","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"},"paper":{"abstract_excerpt":"Highly Principled Data Science insists on methodologies that are: (1) scientifically justified, (2) statistically principled, and (3) computationally efficient. An astrostatistics collaboration, together with some reminiscences, illustrates the increased roles statisticians can and should play to ensure this trio, and to advance the science of data along the way.","authors_text":"Xiao-Li Meng","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.OT","submitted_at":"2017-12-02T04:13:17Z","title":"Conducting Highly Principled Data Science: A Statistician's Job and Joy"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1712.00544","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":"sha256:98e57eb8cdbf9ae9cfebd78c19700de7f2caf9eb7c940aacafec0796e494a338","target":"record","created_at":"2026-05-18T00:28:51Z","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":"a538e5608671c699b0fdf877b4840826dfaa42c3ec6f06ebe77a6d92aed22f25","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.OT","submitted_at":"2017-12-02T04:13:17Z","title_canon_sha256":"65def0166657ba86b1618905538c5059d16b9433df5994a7a19b59678b556b44"},"schema_version":"1.0","source":{"id":"1712.00544","kind":"arxiv","version":2}},"canonical_sha256":"14af9383494e4ce7e912008bfe65a665623c1c37f3854bf4f9ee8a098ce0a13d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"14af9383494e4ce7e912008bfe65a665623c1c37f3854bf4f9ee8a098ce0a13d","first_computed_at":"2026-05-18T00:28:51.330806Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:28:51.330806Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"BG7kfrDPB2bcE6cHb5isGqWiGmtb4Xy0MbWULLfT6JlKtTMaVyi9fabQXG1CfcVK49GEQ7/oCRarh7XCwZW4Bg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:28:51.331366Z","signed_message":"canonical_sha256_bytes"},"source_id":"1712.00544","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:98e57eb8cdbf9ae9cfebd78c19700de7f2caf9eb7c940aacafec0796e494a338","sha256:f70e714367be6bab42a756d2b26f941be054ce6769d87b4d3b3bd10395ab0bd0"],"state_sha256":"49bce9d7ea38149349ac3ecfe8d3bc0adce9bf7f096450fd16c90cd51a7cf1df"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+UyyNXJ/huEaG4r9l4wXtGaYEHdFv9sN3HhI5FoUa72jNykWegcnF6pZaw/6iDrDw5+lL6rAJS+pLeN6ReqjDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-01T12:06:08.143498Z","bundle_sha256":"f949add7e2931e8e97cd60459187e6e0dfd8d674162a80c23a52049b21e5e0ad"}}