{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:ZS4S6TJ72PQEGPPODW6EIZUMPW","short_pith_number":"pith:ZS4S6TJ7","canonical_record":{"source":{"id":"2608.00655","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"stat.AP","submitted_at":"2026-08-01T13:19:21Z","cross_cats_sorted":[],"title_canon_sha256":"6a2faf0b03eae42f248675274d7a883cdb19c04392a637e0f31724a6613e668a","abstract_canon_sha256":"3f61b7eedd61df8ed4719711ff9b372ae3e556e488724af1a519cbd03907ace9"},"schema_version":"1.0"},"canonical_sha256":"ccb92f4d3fd3e0433dee1dbc44668c7da64ce68d202dcc46c314c91c519e41cf","source":{"kind":"arxiv","id":"2608.00655","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.00655","created_at":"2026-08-04T00:38:44Z"},{"alias_kind":"arxiv_version","alias_value":"2608.00655v1","created_at":"2026-08-04T00:38:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.00655","created_at":"2026-08-04T00:38:44Z"},{"alias_kind":"pith_short_12","alias_value":"ZS4S6TJ72PQE","created_at":"2026-08-04T00:38:44Z"},{"alias_kind":"pith_short_16","alias_value":"ZS4S6TJ72PQEGPPO","created_at":"2026-08-04T00:38:44Z"},{"alias_kind":"pith_short_8","alias_value":"ZS4S6TJ7","created_at":"2026-08-04T00:38:44Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:ZS4S6TJ72PQEGPPODW6EIZUMPW","target":"record","payload":{"canonical_record":{"source":{"id":"2608.00655","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"stat.AP","submitted_at":"2026-08-01T13:19:21Z","cross_cats_sorted":[],"title_canon_sha256":"6a2faf0b03eae42f248675274d7a883cdb19c04392a637e0f31724a6613e668a","abstract_canon_sha256":"3f61b7eedd61df8ed4719711ff9b372ae3e556e488724af1a519cbd03907ace9"},"schema_version":"1.0"},"canonical_sha256":"ccb92f4d3fd3e0433dee1dbc44668c7da64ce68d202dcc46c314c91c519e41cf","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-04T00:38:44.753433Z","signature_b64":"z1nsy/L5yFtUK4q6D/BIGmmCF67h9MKn5VOd9kijPJAdEpaFc2LH7OXrMcSpSwydbiqGWAKuRFpqNzyqSX7PDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"ccb92f4d3fd3e0433dee1dbc44668c7da64ce68d202dcc46c314c91c519e41cf","last_reissued_at":"2026-08-04T00:38:44.751838Z","signature_status":"signed_v1","first_computed_at":"2026-08-04T00:38:44.751838Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2608.00655","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":"2026-08-04T00:38:44Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"bPNs3CWfbmNkciC4l68SAuR6szWpg2cU0SPKIj2K78KY4CZ7+dPf3wsVAMibGX3kXg0mwXub2ZtestbuktceDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T03:48:21.120358Z"},"content_sha256":"ac2ffc4ed1a86179aacffa670eaee959ad10c769a87532a076e570eb8c826c73","schema_version":"1.0","event_id":"sha256:ac2ffc4ed1a86179aacffa670eaee959ad10c769a87532a076e570eb8c826c73"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:ZS4S6TJ72PQEGPPODW6EIZUMPW","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Blind Source Separation Can Distort Behavior and Connectivity Analyses of Calcium Transients","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"stat.AP","authors_text":"Adedayo S. A","submitted_at":"2026-08-01T13:19:21Z","abstract_excerpt":"Denoising is often treated as a technical prelude to calcium transients analysis, but it can redefine the variables used for behavior decoding and causal structure learning. An inspectable motorneuron recording with a visible artefact motivated this study: removing artefact-linked blind source separation (BSS) components also changed trace dynamics outside the targeted frame. We therefore tested whether BSS denoising preserves behavior and causal evidence on already extracted calcium transients. In a synthetic benchmark with known lagged graphs, raw corrupted traces retained graph recovery, wh"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.00655","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/2608.00655/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":"2026-08-04T00:38:44Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hn89SplcSJ5PI8D/ysNFqtjqDW46RZNl51fPj0QDXvwG7IMbNcuosC1x7yi3JrgyFQ0OOeVGklCQt+Fh9LP0Bg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T03:48:21.121296Z"},"content_sha256":"4bec47a39526d36ecd627694b5bfc1f7d99b57c9b82d47ff087c43342031dbae","schema_version":"1.0","event_id":"sha256:4bec47a39526d36ecd627694b5bfc1f7d99b57c9b82d47ff087c43342031dbae"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:ZS4S6TJ72PQEGPPODW6EIZUMPW","target":"integrity","payload":{"note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1101/2022.04.01.486703 resolves to 'Functional coupling of the mesencephalic locomotor region and V2a reticulospinal neurons driving forward locomotion'. A reader following the printed text alone cannot reach it.","snippet":"Carbo-Tano, M.; Lapoix, M.; Jia, X.; Auclair, F.; Dubuc, R.; Wyart, C. Functional coupling of the mesencephalic locomotor region and v2a reticulospinal neurons driving forward locomotion.bioRxiv2022, pp. 2022–04. https://doi.org/10.1101/202","arxiv_id":"2608.00655","detector":"doi_compliance","evidence":{"ref_index":42,"verdict_class":"incontrovertible","resolved_title":"Functional coupling of the mesencephalic locomotor region and V2a reticulospinal neurons driving forward locomotion","printed_excerpt":"10.1101/2022.04.01.486","reconstructed_doi":"10.1101/2022.04.01.486703"},"severity":"advisory","ref_index":42,"audited_at":"2026-08-06T01:38:16.709766Z","event_type":"pith.integrity.v1","detected_doi":"10.1101/2022.04.01.486703","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"c2645d2d2e0b356735a041de4981eab5972c6aa0691ba1ff046c353320128d1b","paper_version":1,"verdict_class":"incontrovertible","resolved_title":"Functional coupling of the mesencephalic locomotor region and V2a reticulospinal neurons driving forward locomotion","detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":18233,"payload_sha256":"2e12c4df3c1ed64cffd7262ceebdbaa0e0a27dc68b75111e2945dc738a104320","signature_b64":"BbR0fgRYKfZRsFs5mig1b5FtqTcMbLqKrr+kmsppmJIffLli5mwlnvk9IJ9Iiib0EtZCx4ihfUZ87H2eZzCUDQ==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-06T01:38:28Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"tA0+kJd9QHZIifzQqg2NJls0ZCIZbe+HcS1IZ8FNYN3UJnE0LCPOTkRAOZvuaRRKe7q5H3Ea2/iw+MK6wTSwBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T03:48:21.196945Z"},"content_sha256":"fa7b147dbbb3bf1441099650096c205a5c6d42f752015b3937faafc38de3314f","schema_version":"1.0","event_id":"sha256:fa7b147dbbb3bf1441099650096c205a5c6d42f752015b3937faafc38de3314f"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:ZS4S6TJ72PQEGPPODW6EIZUMPW","target":"integrity","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1109/TAU.1967.1161901) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Welch, P .D. The Use of Fast Fourier Transform for the Estimation of Power Spectra: A Method Based on Time Averaging Over Short, Modified Periodograms.IEEE Transactions on Audio and Electroacoustics1967,15, 70–73. https://doi.org/10.1109/TA","arxiv_id":"2608.00655","detector":"doi_compliance","evidence":{"ref_index":44,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1109/tau.19","reconstructed_doi":"10.1109/TAU.1967.1161901"},"severity":"advisory","ref_index":44,"audited_at":"2026-08-04T01:18:13.698827Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/TAU.1967.1161901","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"1d48e4252caf7ef0ea354c1dc6830ce4d31898aa3423941b4bc1381e74c2426d","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":17773,"payload_sha256":"262b25303e0280d854e91aac8930dd56ce8e1ba488f4724d4345231e5916f6dc","signature_b64":"6zNnVWZRhsiD8rcnu141TatQfYQ1DGtccE0VXA1EMd3wX1UPDivLbuAlmp8MrRsK/NjPCe4tZIrltC+VCPhtAQ==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-04T01:18:38Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WomLXXTVp9M6sFWUgAkKw9+S+3+2q+bi2uXn0GebCEeqwpfxGw4vWF9QORUyd2BvZ7BqIhSUHi/7gcGkVmU+Cg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T03:48:21.197623Z"},"content_sha256":"1c631937cb39b5128ab7bda3fce49ebc7a41fccb4e8d3503605bb9facc5a5b20","schema_version":"1.0","event_id":"sha256:1c631937cb39b5128ab7bda3fce49ebc7a41fccb4e8d3503605bb9facc5a5b20"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:ZS4S6TJ72PQEGPPODW6EIZUMPW","target":"integrity","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1101/2022.04.01.486703) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Carbo-Tano, M.; Lapoix, M.; Jia, X.; Auclair, F.; Dubuc, R.; Wyart, C. Functional coupling of the mesencephalic locomotor region and v2a reticulospinal neurons driving forward locomotion.bioRxiv2022, pp. 2022–04. https://doi.org/10.1101/202","arxiv_id":"2608.00655","detector":"doi_compliance","evidence":{"ref_index":42,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1101/2022.04.01.486","reconstructed_doi":"10.1101/2022.04.01.486703"},"severity":"advisory","ref_index":42,"audited_at":"2026-08-04T01:18:13.698827Z","event_type":"pith.integrity.v1","detected_doi":"10.1101/2022.04.01.486703","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"5fd23edef4e946037bb6d8b18b50fd01ad937a316dd5a5764b294af8c22830a2","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":17772,"payload_sha256":"f3834925dd1badd7536265666bf075b72ca65001bacce3b3b543d5a09075fb57","signature_b64":"s7LXFFRYvaHUonCC6YIjUDopmkRlPr0nN8wfHh65lnu4vslMrfO9HnujS9+Th29VMc8x0v/oX4VrTPtncMjjDQ==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-04T01:18:38Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ey0XWm2woGmR4EF49TtQjXF1MDfoNl4ultCh19pJuCsetDDNbjMVqgrypL100VHmh05ZxnMgH4DUk7ZhVN6lAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T03:48:21.200309Z"},"content_sha256":"dafcc6506165d980fb27982be9ad1509ab34543d5034ee4d8189b4a2438ad544","schema_version":"1.0","event_id":"sha256:dafcc6506165d980fb27982be9ad1509ab34543d5034ee4d8189b4a2438ad544"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:ZS4S6TJ72PQEGPPODW6EIZUMPW","target":"integrity","payload":{"note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.ijar.2017.07.009 resolves to 'A constraint optimization approach to causal discovery from subsampled time series data'. A reader following the printed text alone cannot reach it.","snippet":"Hyttinen, A.; Plis, S.; Järvisalo, M.; Eberhardt, F.; Danks, D. A constraint optimization approach to causal discovery from subsampled time series data.International Journal of Approximate Reasoning2017,90, 208–225. https://doi.org/10.1016/","arxiv_id":"2608.00655","detector":"doi_compliance","evidence":{"ref_index":30,"verdict_class":"incontrovertible","resolved_title":"A constraint optimization approach to causal discovery from subsampled time series data","printed_excerpt":"10.1016/j.ijar.2017","reconstructed_doi":"10.1016/j.ijar.2017.07.009"},"severity":"advisory","ref_index":30,"audited_at":"2026-08-04T01:18:13.698827Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.ijar.2017.07.009","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"08e9b6d3a398db69b7bc51c33e93ff8da210170ded6c0bb7ecb70b0e89a4787e","paper_version":1,"verdict_class":"incontrovertible","resolved_title":"A constraint optimization approach to causal discovery from subsampled time series data","detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":17771,"payload_sha256":"b6a82273aaf67e5bbb42936b8e6e8b380f0507d81ef92504b405ca7b6122bbca","signature_b64":"c5Z3ifcvZJoyMaYLX6HxE/jeW2weSYqg+lBfMsnXInjLiare/vOHFF0aHpVcev3gy2aD1e7/u6Hi0SL4wWONBw==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-04T01:18:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"jL4Gz9BI4kk6yfOjO3CO36iduB26it/ziV7vGFXiDyKSF2tDpfHH/ZAdUQaLAt8+9aVRKJA1qs87VKiVO4CiCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T03:48:21.201032Z"},"content_sha256":"a2867381dd91fe717ee33ab26c9d48e7092c84a091536929d6b2ace5d60cfa47","schema_version":"1.0","event_id":"sha256:a2867381dd91fe717ee33ab26c9d48e7092c84a091536929d6b2ace5d60cfa47"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:ZS4S6TJ72PQEGPPODW6EIZUMPW","target":"integrity","payload":{"note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.neuron.2012.02.011 resolves to 'Imaging Calcium in Neurons'. A reader following the printed text alone cannot reach it.","snippet":"Grienberger, C.; Konnerth, A. Imaging Calcium in Neurons.Neuron2012,73, 862–885. https://doi.org/10.1016/j.neuron.2012.02. 011","arxiv_id":"2608.00655","detector":"doi_compliance","evidence":{"ref_index":9,"verdict_class":"incontrovertible","resolved_title":"Imaging Calcium in Neurons","printed_excerpt":"10.1016/j.neuron.2012.02","reconstructed_doi":"10.1016/j.neuron.2012.02.011"},"severity":"advisory","ref_index":9,"audited_at":"2026-08-04T01:18:13.698827Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.neuron.2012.02.011","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"9aa710992ca5d966d42f71a99a9c560b07a2fb49621b4e5dcf2e6379b6d27727","paper_version":1,"verdict_class":"incontrovertible","resolved_title":"Imaging Calcium in Neurons","detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":17770,"payload_sha256":"630e3e69b95e09fdb8b5b6760c7184c989b145134a6f53928d75092ca0ef242a","signature_b64":"NSkgxcnLXsyerVnDKXL0RaJcwTbfGQQA9z+QQaw2GXZmhEBl1OvcKPVlHb63K72A9i7NWYqgcmOBjgmgioBzAQ==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-04T01:18:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"AIdnL1p112hFfbjkYGJUlXdk3yFVqwul+8iOllH1eMrlRAokIWww0CJafPeGF9rQJQBJIEXOQbtUCnjwjG7ABg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T03:48:21.211707Z"},"content_sha256":"7134050b8b8f0c6d685e7b794a843e5077e6f3d5f705bd438d581a6e4de19ef7","schema_version":"1.0","event_id":"sha256:7134050b8b8f0c6d685e7b794a843e5077e6f3d5f705bd438d581a6e4de19ef7"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:ZS4S6TJ72PQEGPPODW6EIZUMPW","target":"integrity","payload":{"note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1089/brain.2011.0008 resolves to 'Functional and Effective Connectivity: A Review'. A reader following the printed text alone cannot reach it.","snippet":"Friston, K.J. Functional and effective connectivity: a review.Brain Connectivity2011,1, 13–36. https://doi.org/10.1089/brain.20 11.0008","arxiv_id":"2608.00655","detector":"doi_compliance","evidence":{"ref_index":6,"verdict_class":"incontrovertible","resolved_title":"Functional and Effective Connectivity: A Review","printed_excerpt":"10.1089/brain.20","reconstructed_doi":"10.1089/brain.2011.0008"},"severity":"advisory","ref_index":6,"audited_at":"2026-08-04T01:18:13.698827Z","event_type":"pith.integrity.v1","detected_doi":"10.1089/brain.2011.0008","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"c0427a0657ff824ce093f8805d04da5123ca302a9e404d97d4924ebe280b62b6","paper_version":1,"verdict_class":"incontrovertible","resolved_title":"Functional and Effective Connectivity: A Review","detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":17769,"payload_sha256":"f065a0fdc42064647391df8810339d953e6a4d280c033008fd9a7c67e4037df2","signature_b64":"rmIuNSLpq5pAGFDB06yoS/U4IspRqGlvZ1wXGn751f+UyCwc2Qvpz8cIigNwrKJ/1/NBKPwxlho/1G+1I2RDBg==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-04T01:18:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"9gdTT2lXADDvULMGpdaL33C80ztYx0Jy8a0SEq/R9bGwJleM9TdHLqUZW4/Ky2xRSTfI54B5RiKwz5FrUi3+Cg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T03:48:21.212525Z"},"content_sha256":"93040c6b4e757c71e0d696802519ac29c794f608b3ae560d9756f9b879061f66","schema_version":"1.0","event_id":"sha256:93040c6b4e757c71e0d696802519ac29c794f608b3ae560d9756f9b879061f66"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/ZS4S6TJ72PQEGPPODW6EIZUMPW/bundle.json","state_url":"https://pith.science/pith/ZS4S6TJ72PQEGPPODW6EIZUMPW/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/ZS4S6TJ72PQEGPPODW6EIZUMPW/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":"2026-08-06T03:48:21Z","links":{"resolver":"https://pith.science/pith/ZS4S6TJ72PQEGPPODW6EIZUMPW","bundle":"https://pith.science/pith/ZS4S6TJ72PQEGPPODW6EIZUMPW/bundle.json","state":"https://pith.science/pith/ZS4S6TJ72PQEGPPODW6EIZUMPW/state.json","well_known_bundle":"https://pith.science/.well-known/pith/ZS4S6TJ72PQEGPPODW6EIZUMPW/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:ZS4S6TJ72PQEGPPODW6EIZUMPW","merge_version":"pith-open-graph-merge-v1","event_count":8,"valid_event_count":8,"invalid_event_count":0,"equivocation_count":1,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"3f61b7eedd61df8ed4719711ff9b372ae3e556e488724af1a519cbd03907ace9","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"stat.AP","submitted_at":"2026-08-01T13:19:21Z","title_canon_sha256":"6a2faf0b03eae42f248675274d7a883cdb19c04392a637e0f31724a6613e668a"},"schema_version":"1.0","source":{"id":"2608.00655","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.00655","created_at":"2026-08-04T00:38:44Z"},{"alias_kind":"arxiv_version","alias_value":"2608.00655v1","created_at":"2026-08-04T00:38:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.00655","created_at":"2026-08-04T00:38:44Z"},{"alias_kind":"pith_short_12","alias_value":"ZS4S6TJ72PQE","created_at":"2026-08-04T00:38:44Z"},{"alias_kind":"pith_short_16","alias_value":"ZS4S6TJ72PQEGPPO","created_at":"2026-08-04T00:38:44Z"},{"alias_kind":"pith_short_8","alias_value":"ZS4S6TJ7","created_at":"2026-08-04T00:38:44Z"}],"graph_snapshots":[{"event_id":"sha256:4bec47a39526d36ecd627694b5bfc1f7d99b57c9b82d47ff087c43342031dbae","target":"graph","created_at":"2026-08-04T00:38:44Z","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/2608.00655/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Denoising is often treated as a technical prelude to calcium transients analysis, but it can redefine the variables used for behavior decoding and causal structure learning. An inspectable motorneuron recording with a visible artefact motivated this study: removing artefact-linked blind source separation (BSS) components also changed trace dynamics outside the targeted frame. We therefore tested whether BSS denoising preserves behavior and causal evidence on already extracted calcium transients. In a synthetic benchmark with known lagged graphs, raw corrupted traces retained graph recovery, wh","authors_text":"Adedayo S. A","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"stat.AP","submitted_at":"2026-08-01T13:19:21Z","title":"Blind Source Separation Can Distort Behavior and Connectivity Analyses of Calcium Transients"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.00655","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:ac2ffc4ed1a86179aacffa670eaee959ad10c769a87532a076e570eb8c826c73","target":"record","created_at":"2026-08-04T00:38:44Z","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":"3f61b7eedd61df8ed4719711ff9b372ae3e556e488724af1a519cbd03907ace9","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"stat.AP","submitted_at":"2026-08-01T13:19:21Z","title_canon_sha256":"6a2faf0b03eae42f248675274d7a883cdb19c04392a637e0f31724a6613e668a"},"schema_version":"1.0","source":{"id":"2608.00655","kind":"arxiv","version":1}},"canonical_sha256":"ccb92f4d3fd3e0433dee1dbc44668c7da64ce68d202dcc46c314c91c519e41cf","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ccb92f4d3fd3e0433dee1dbc44668c7da64ce68d202dcc46c314c91c519e41cf","first_computed_at":"2026-08-04T00:38:44.751838Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-04T00:38:44.751838Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"z1nsy/L5yFtUK4q6D/BIGmmCF67h9MKn5VOd9kijPJAdEpaFc2LH7OXrMcSpSwydbiqGWAKuRFpqNzyqSX7PDA==","signature_status":"signed_v1","signed_at":"2026-08-04T00:38:44.753433Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.00655","source_kind":"arxiv","source_version":1}}},"equivocations":[{"signer_id":"pith.science","event_type":"integrity_finding","target":"integrity","event_ids":["sha256:1c631937cb39b5128ab7bda3fce49ebc7a41fccb4e8d3503605bb9facc5a5b20","sha256:7134050b8b8f0c6d685e7b794a843e5077e6f3d5f705bd438d581a6e4de19ef7","sha256:93040c6b4e757c71e0d696802519ac29c794f608b3ae560d9756f9b879061f66","sha256:a2867381dd91fe717ee33ab26c9d48e7092c84a091536929d6b2ace5d60cfa47","sha256:dafcc6506165d980fb27982be9ad1509ab34543d5034ee4d8189b4a2438ad544","sha256:fa7b147dbbb3bf1441099650096c205a5c6d42f752015b3937faafc38de3314f"]}],"invalid_events":[],"applied_event_ids":["sha256:ac2ffc4ed1a86179aacffa670eaee959ad10c769a87532a076e570eb8c826c73","sha256:4bec47a39526d36ecd627694b5bfc1f7d99b57c9b82d47ff087c43342031dbae"],"state_sha256":"fe7c21df97c31dce34d893d2cd75f7706b10f530608cb71c1333396a788d24a7"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"vEabCIJirma/mIzdHwGyIe1mpQDo99uudkn1nlmFbNqyi/ru2ILXK6cyCAWFPrPRIrd7XHXdGxzH+vVetVPSCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T03:48:21.221085Z","bundle_sha256":"a45285b6a9e3d0cdc8bab9f55476565590d5f08233090605e2e9c4601245efbe"}}