{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:EUFIFVHPOL72S534UKS6E2IUVD","short_pith_number":"pith:EUFIFVHP","canonical_record":{"source":{"id":"2403.03427","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.EP","submitted_at":"2024-03-06T03:16:47Z","cross_cats_sorted":["astro-ph.IM","cs.LG"],"title_canon_sha256":"91529e6cf7ff39f31b829a7e5afe6c9af2df2e44042236f1a4ccc1847e00ccc3","abstract_canon_sha256":"619a4acf9fb5587c2ddb873c413969562bed8f1d81b0c5c5355825c6161c7cdd"},"schema_version":"1.0"},"canonical_sha256":"250a82d4ef72ffa9777ca2a5e26914a8e920834c01feb5a063732bc364499e2b","source":{"kind":"arxiv","id":"2403.03427","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.03427","created_at":"2026-07-05T07:52:48Z"},{"alias_kind":"arxiv_version","alias_value":"2403.03427v1","created_at":"2026-07-05T07:52:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.03427","created_at":"2026-07-05T07:52:48Z"},{"alias_kind":"pith_short_12","alias_value":"EUFIFVHPOL72","created_at":"2026-07-05T07:52:48Z"},{"alias_kind":"pith_short_16","alias_value":"EUFIFVHPOL72S534","created_at":"2026-07-05T07:52:48Z"},{"alias_kind":"pith_short_8","alias_value":"EUFIFVHP","created_at":"2026-07-05T07:52:48Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:EUFIFVHPOL72S534UKS6E2IUVD","target":"record","payload":{"canonical_record":{"source":{"id":"2403.03427","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.EP","submitted_at":"2024-03-06T03:16:47Z","cross_cats_sorted":["astro-ph.IM","cs.LG"],"title_canon_sha256":"91529e6cf7ff39f31b829a7e5afe6c9af2df2e44042236f1a4ccc1847e00ccc3","abstract_canon_sha256":"619a4acf9fb5587c2ddb873c413969562bed8f1d81b0c5c5355825c6161c7cdd"},"schema_version":"1.0"},"canonical_sha256":"250a82d4ef72ffa9777ca2a5e26914a8e920834c01feb5a063732bc364499e2b","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:52:48.067261Z","signature_b64":"JKA/rc641/TuqxtZRYQuJK0Pu/XsInQU2gH8auw7hFdRxxSCkQC1KghlpjJQ6lyQin8bgyFfJbjN0hYYvv75Ag==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"250a82d4ef72ffa9777ca2a5e26914a8e920834c01feb5a063732bc364499e2b","last_reissued_at":"2026-07-05T07:52:48.066843Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:52:48.066843Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2403.03427","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:52:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"LHiyqpMWxsDuSEmJKReB7FYb4LF3F5Mp1+zpck947QyhNqKb+SQsBX75gM8fc8fGhshFqBtI+oAemOmAqZsOBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T06:14:48.506382Z"},"content_sha256":"56d0cb35700ec55dcbd1bf153439f2b24e4f22f3c1a8905cce7e499c7f647f78","schema_version":"1.0","event_id":"sha256:56d0cb35700ec55dcbd1bf153439f2b24e4f22f3c1a8905cce7e499c7f647f78"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:EUFIFVHPOL72S534UKS6E2IUVD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Single Transit Detection In Kepler With Machine Learning And Onboard Spacecraft Diagnostics","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["astro-ph.IM","cs.LG"],"primary_cat":"astro-ph.EP","authors_text":"Jason A. Dittmann, Matthew T. Hansen","submitted_at":"2024-03-06T03:16:47Z","abstract_excerpt":"Exoplanet discovery at long orbital periods requires reliably detecting individual transits without additional information about the system. Techniques like phase-folding of light curves and periodogram analysis of radial velocity data are more sensitive to planets with shorter orbital periods, leaving a dearth of planet discoveries at long periods. We present a novel technique using an ensemble of Convolutional Neural Networks incorporating the onboard spacecraft diagnostics of \\emph{Kepler} to classify transits within a light curve. We create a pipeline to recover the location of individual "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.03427","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":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2403.03427/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"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":"2026-07-05T07:52:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ScWJ+6wkLnIx6yZaV2oCqihvMcGDSDWATlD2i7xq9gX8pO5bHquGFiWmb1hwX4fYBg28OzVq+3Q4fWBp7KgeCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T06:14:48.507126Z"},"content_sha256":"29af141ebb0a9201e8f29caa5d8b8dd9e6424e020ee9a168ebc5129b17810131","schema_version":"1.0","event_id":"sha256:29af141ebb0a9201e8f29caa5d8b8dd9e6424e020ee9a168ebc5129b17810131"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/EUFIFVHPOL72S534UKS6E2IUVD/bundle.json","state_url":"https://pith.science/pith/EUFIFVHPOL72S534UKS6E2IUVD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/EUFIFVHPOL72S534UKS6E2IUVD/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":"2026-08-16T06:14:48Z","links":{"resolver":"https://pith.science/pith/EUFIFVHPOL72S534UKS6E2IUVD","bundle":"https://pith.science/pith/EUFIFVHPOL72S534UKS6E2IUVD/bundle.json","state":"https://pith.science/pith/EUFIFVHPOL72S534UKS6E2IUVD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/EUFIFVHPOL72S534UKS6E2IUVD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:EUFIFVHPOL72S534UKS6E2IUVD","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":"619a4acf9fb5587c2ddb873c413969562bed8f1d81b0c5c5355825c6161c7cdd","cross_cats_sorted":["astro-ph.IM","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.EP","submitted_at":"2024-03-06T03:16:47Z","title_canon_sha256":"91529e6cf7ff39f31b829a7e5afe6c9af2df2e44042236f1a4ccc1847e00ccc3"},"schema_version":"1.0","source":{"id":"2403.03427","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.03427","created_at":"2026-07-05T07:52:48Z"},{"alias_kind":"arxiv_version","alias_value":"2403.03427v1","created_at":"2026-07-05T07:52:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.03427","created_at":"2026-07-05T07:52:48Z"},{"alias_kind":"pith_short_12","alias_value":"EUFIFVHPOL72","created_at":"2026-07-05T07:52:48Z"},{"alias_kind":"pith_short_16","alias_value":"EUFIFVHPOL72S534","created_at":"2026-07-05T07:52:48Z"},{"alias_kind":"pith_short_8","alias_value":"EUFIFVHP","created_at":"2026-07-05T07:52:48Z"}],"graph_snapshots":[{"event_id":"sha256:29af141ebb0a9201e8f29caa5d8b8dd9e6424e020ee9a168ebc5129b17810131","target":"graph","created_at":"2026-07-05T07:52:48Z","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/2403.03427/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Exoplanet discovery at long orbital periods requires reliably detecting individual transits without additional information about the system. Techniques like phase-folding of light curves and periodogram analysis of radial velocity data are more sensitive to planets with shorter orbital periods, leaving a dearth of planet discoveries at long periods. We present a novel technique using an ensemble of Convolutional Neural Networks incorporating the onboard spacecraft diagnostics of \\emph{Kepler} to classify transits within a light curve. We create a pipeline to recover the location of individual ","authors_text":"Jason A. Dittmann, Matthew T. Hansen","cross_cats":["astro-ph.IM","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.EP","submitted_at":"2024-03-06T03:16:47Z","title":"Single Transit Detection In Kepler With Machine Learning And Onboard Spacecraft Diagnostics"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.03427","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":"sha256:56d0cb35700ec55dcbd1bf153439f2b24e4f22f3c1a8905cce7e499c7f647f78","target":"record","created_at":"2026-07-05T07:52:48Z","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":"619a4acf9fb5587c2ddb873c413969562bed8f1d81b0c5c5355825c6161c7cdd","cross_cats_sorted":["astro-ph.IM","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.EP","submitted_at":"2024-03-06T03:16:47Z","title_canon_sha256":"91529e6cf7ff39f31b829a7e5afe6c9af2df2e44042236f1a4ccc1847e00ccc3"},"schema_version":"1.0","source":{"id":"2403.03427","kind":"arxiv","version":1}},"canonical_sha256":"250a82d4ef72ffa9777ca2a5e26914a8e920834c01feb5a063732bc364499e2b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"250a82d4ef72ffa9777ca2a5e26914a8e920834c01feb5a063732bc364499e2b","first_computed_at":"2026-07-05T07:52:48.066843Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:52:48.066843Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"JKA/rc641/TuqxtZRYQuJK0Pu/XsInQU2gH8auw7hFdRxxSCkQC1KghlpjJQ6lyQin8bgyFfJbjN0hYYvv75Ag==","signature_status":"signed_v1","signed_at":"2026-07-05T07:52:48.067261Z","signed_message":"canonical_sha256_bytes"},"source_id":"2403.03427","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:56d0cb35700ec55dcbd1bf153439f2b24e4f22f3c1a8905cce7e499c7f647f78","sha256:29af141ebb0a9201e8f29caa5d8b8dd9e6424e020ee9a168ebc5129b17810131"],"state_sha256":"6d357d52942ada7b2f202c2049131b73fd4c9c7822e2219a07f3101a45ad1959"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"yw1qEsaG1IREHg2Pp1lOcqRXEj6tIKPm0lsG836BKLZ1hgVLSRlnEwK+/iy4/5WGxDews/mZyvRn7/4lQlGYAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-16T06:14:48.512315Z","bundle_sha256":"6d83d55dd569fd35910f257d611c8fd575998e13467bd4b51e223a1a0b567469"}}