{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:72SOJJUVDGSVA7WOJ5UREIMQNW","short_pith_number":"pith:72SOJJUV","schema_version":"1.0","canonical_sha256":"fea4e4a69519a5507ece4f691221906db4a639134e5af095eb84a2aebc8f241b","source":{"kind":"arxiv","id":"2607.10538","version":1},"attestation_state":"computed","paper":{"title":"Navigating the Open-Source Model Ecosystem: An Empirical Study of Creator Practices in Artistic Image Generation","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.CV","cs.CY"],"primary_cat":"cs.HC","authors_text":"Gareth Tyson, Qiming Ye, Yiluo Wei, Yupeng He","submitted_at":"2026-07-12T02:43:00Z","abstract_excerpt":"The open-sourcing of powerful image generation models has created a vibrant ecosystem where creators curate and combine a vast array of community-contributed models. This practice stands in sharp contrast to using closed-source tools like Midjourney. Yet, little is known about these emerging creative workflows. To bridge this gap, this paper presents the first large-scale empirical study of creator model usage behavior within this open-source image generation ecosystem. We construct a novel dataset of 6 million images with their embedded generation metadata -- a detailed recipe of the creation"},"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":"2607.10538","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.HC","submitted_at":"2026-07-12T02:43:00Z","cross_cats_sorted":["cs.CV","cs.CY"],"title_canon_sha256":"a1fef058ad7f6c80a20675953ae63482d9375356535834f84ccabd4a71a47e83","abstract_canon_sha256":"0519c4f2b470db923ac9263782e45c3ae7849f483059415838dd94009e84b5ac"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-14T01:21:20.215175Z","signature_b64":"jeX+5wPnUj2bEkOSPNAAQZ/w6ij4SG47qdhTWB23xXJbHFKf16OAAsHttS8GEDGUUcCe0330+UVVXPjIh9rnDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"fea4e4a69519a5507ece4f691221906db4a639134e5af095eb84a2aebc8f241b","last_reissued_at":"2026-07-14T01:21:20.214358Z","signature_status":"signed_v1","first_computed_at":"2026-07-14T01:21:20.214358Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Navigating the Open-Source Model Ecosystem: An Empirical Study of Creator Practices in Artistic Image Generation","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.CV","cs.CY"],"primary_cat":"cs.HC","authors_text":"Gareth Tyson, Qiming Ye, Yiluo Wei, Yupeng He","submitted_at":"2026-07-12T02:43:00Z","abstract_excerpt":"The open-sourcing of powerful image generation models has created a vibrant ecosystem where creators curate and combine a vast array of community-contributed models. This practice stands in sharp contrast to using closed-source tools like Midjourney. Yet, little is known about these emerging creative workflows. To bridge this gap, this paper presents the first large-scale empirical study of creator model usage behavior within this open-source image generation ecosystem. We construct a novel dataset of 6 million images with their embedded generation metadata -- a detailed recipe of the creation"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.10538","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/2607.10538/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":"2607.10538","created_at":"2026-07-14T01:21:20.214782+00:00"},{"alias_kind":"arxiv_version","alias_value":"2607.10538v1","created_at":"2026-07-14T01:21:20.214782+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.10538","created_at":"2026-07-14T01:21:20.214782+00:00"},{"alias_kind":"pith_short_12","alias_value":"72SOJJUVDGSV","created_at":"2026-07-14T01:21:20.214782+00:00"},{"alias_kind":"pith_short_16","alias_value":"72SOJJUVDGSVA7WO","created_at":"2026-07-14T01:21:20.214782+00:00"},{"alias_kind":"pith_short_8","alias_value":"72SOJJUV","created_at":"2026-07-14T01:21:20.214782+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/72SOJJUVDGSVA7WOJ5UREIMQNW","json":"https://pith.science/pith/72SOJJUVDGSVA7WOJ5UREIMQNW.json","graph_json":"https://pith.science/api/pith-number/72SOJJUVDGSVA7WOJ5UREIMQNW/graph.json","events_json":"https://pith.science/api/pith-number/72SOJJUVDGSVA7WOJ5UREIMQNW/events.json","paper":"https://pith.science/paper/72SOJJUV"},"agent_actions":{"view_html":"https://pith.science/pith/72SOJJUVDGSVA7WOJ5UREIMQNW","download_json":"https://pith.science/pith/72SOJJUVDGSVA7WOJ5UREIMQNW.json","view_paper":"https://pith.science/paper/72SOJJUV","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2607.10538&json=true","fetch_graph":"https://pith.science/api/pith-number/72SOJJUVDGSVA7WOJ5UREIMQNW/graph.json","fetch_events":"https://pith.science/api/pith-number/72SOJJUVDGSVA7WOJ5UREIMQNW/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/72SOJJUVDGSVA7WOJ5UREIMQNW/action/timestamp_anchor","attest_storage":"https://pith.science/pith/72SOJJUVDGSVA7WOJ5UREIMQNW/action/storage_attestation","attest_author":"https://pith.science/pith/72SOJJUVDGSVA7WOJ5UREIMQNW/action/author_attestation","sign_citation":"https://pith.science/pith/72SOJJUVDGSVA7WOJ5UREIMQNW/action/citation_signature","submit_replication":"https://pith.science/pith/72SOJJUVDGSVA7WOJ5UREIMQNW/action/replication_record"}},"created_at":"2026-07-14T01:21:20.214782+00:00","updated_at":"2026-07-14T01:21:20.214782+00:00"}