{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:CCNVGLMSWPY3HUWJPMKNI4QUCT","short_pith_number":"pith:CCNVGLMS","schema_version":"1.0","canonical_sha256":"109b532d92b3f1b3d2c97b14d4721414d568c2f987a4fe29b10c2141653cd444","source":{"kind":"arxiv","id":"2607.05964","version":1},"attestation_state":"computed","paper":{"title":"Umm... With Transformers? Insights from Filled Pause Use across Four Slavic Parliaments","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["stat.AP"],"primary_cat":"cs.CL","authors_text":"Branimir Dropulji\\'c, Ivan Porupski, Nikola Ljube\\v{s}i\\'c","submitted_at":"2026-07-07T08:02:23Z","abstract_excerpt":"Filled pauses (FPs) are a universal feature of spontaneous speech, yet most studies rely on small, single-language corpora, limiting the generalisability of their findings. We analyse ~4,000 hours of parliamentary speech across four related Slavic languages (Croatian, Czech, Polish, Serbian). FP occurrence is obtained via transformer-based automatic detection, while FP rate is modelled using Generalised Estimating Equations (GEE) with Mundlak correction to distinguish within- from between- speaker effects. We replicate a negative association of age and speech rate with FP rate, but find that g"},"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":"2607.05964","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-07-07T08:02:23Z","cross_cats_sorted":["stat.AP"],"title_canon_sha256":"2a67c1e55a5e73726504bc463f9be0c45c33432171a6dbeb6665983977bfc397","abstract_canon_sha256":"402cfae1859fe7bed20a8579d813b6e3cd795177310a2fcd8eff706af32a3764"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-08T01:18:51.874342Z","signature_b64":"TPQ0gvXShZjYeiQox4/nU/qg9wMN/K/VX7hnRtOSGeFvQiyfjGQnmAWs9l2ZE1SN5Q5kxFYLXppWFhtdNM/5AQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"109b532d92b3f1b3d2c97b14d4721414d568c2f987a4fe29b10c2141653cd444","last_reissued_at":"2026-07-08T01:18:51.873928Z","signature_status":"signed_v1","first_computed_at":"2026-07-08T01:18:51.873928Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Umm... With Transformers? Insights from Filled Pause Use across Four Slavic Parliaments","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["stat.AP"],"primary_cat":"cs.CL","authors_text":"Branimir Dropulji\\'c, Ivan Porupski, Nikola Ljube\\v{s}i\\'c","submitted_at":"2026-07-07T08:02:23Z","abstract_excerpt":"Filled pauses (FPs) are a universal feature of spontaneous speech, yet most studies rely on small, single-language corpora, limiting the generalisability of their findings. We analyse ~4,000 hours of parliamentary speech across four related Slavic languages (Croatian, Czech, Polish, Serbian). FP occurrence is obtained via transformer-based automatic detection, while FP rate is modelled using Generalised Estimating Equations (GEE) with Mundlak correction to distinguish within- from between- speaker effects. We replicate a negative association of age and speech rate with FP rate, but find that g"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.05964","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/2607.05964/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2607.05964","created_at":"2026-07-08T01:18:51.873978+00:00"},{"alias_kind":"arxiv_version","alias_value":"2607.05964v1","created_at":"2026-07-08T01:18:51.873978+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.05964","created_at":"2026-07-08T01:18:51.873978+00:00"},{"alias_kind":"pith_short_12","alias_value":"CCNVGLMSWPY3","created_at":"2026-07-08T01:18:51.873978+00:00"},{"alias_kind":"pith_short_16","alias_value":"CCNVGLMSWPY3HUWJ","created_at":"2026-07-08T01:18:51.873978+00:00"},{"alias_kind":"pith_short_8","alias_value":"CCNVGLMS","created_at":"2026-07-08T01:18:51.873978+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":1,"internal_anchor_count":1,"sample":[{"citing_arxiv_id":"2607.05964","citing_title":"Umm... With Transformers? Insights from Filled Pause Use across Four Slavic Parliaments","ref_index":2,"is_internal_anchor":true}]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/CCNVGLMSWPY3HUWJPMKNI4QUCT","json":"https://pith.science/pith/CCNVGLMSWPY3HUWJPMKNI4QUCT.json","graph_json":"https://pith.science/api/pith-number/CCNVGLMSWPY3HUWJPMKNI4QUCT/graph.json","events_json":"https://pith.science/api/pith-number/CCNVGLMSWPY3HUWJPMKNI4QUCT/events.json","paper":"https://pith.science/paper/CCNVGLMS"},"agent_actions":{"view_html":"https://pith.science/pith/CCNVGLMSWPY3HUWJPMKNI4QUCT","download_json":"https://pith.science/pith/CCNVGLMSWPY3HUWJPMKNI4QUCT.json","view_paper":"https://pith.science/paper/CCNVGLMS","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2607.05964&json=true","fetch_graph":"https://pith.science/api/pith-number/CCNVGLMSWPY3HUWJPMKNI4QUCT/graph.json","fetch_events":"https://pith.science/api/pith-number/CCNVGLMSWPY3HUWJPMKNI4QUCT/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/CCNVGLMSWPY3HUWJPMKNI4QUCT/action/timestamp_anchor","attest_storage":"https://pith.science/pith/CCNVGLMSWPY3HUWJPMKNI4QUCT/action/storage_attestation","attest_author":"https://pith.science/pith/CCNVGLMSWPY3HUWJPMKNI4QUCT/action/author_attestation","sign_citation":"https://pith.science/pith/CCNVGLMSWPY3HUWJPMKNI4QUCT/action/citation_signature","submit_replication":"https://pith.science/pith/CCNVGLMSWPY3HUWJPMKNI4QUCT/action/replication_record"}},"created_at":"2026-07-08T01:18:51.873978+00:00","updated_at":"2026-07-08T01:18:51.873978+00:00"}