{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:JBNXSH6KWVEIJ5COSGEVPCBMVD","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":"18e35b76a56dbdddc05b14403b2507b430942568b870f85bc3f91a6b3fb4f650","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2025-05-24T16:20:28Z","title_canon_sha256":"121b36573d490f69eb2f14d590ce53ed275b2af8d41e349aeaf669008f598ab8"},"schema_version":"1.0","source":{"id":"2505.18771","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.18771","created_at":"2026-07-05T11:09:19Z"},{"alias_kind":"arxiv_version","alias_value":"2505.18771v1","created_at":"2026-07-05T11:09:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.18771","created_at":"2026-07-05T11:09:19Z"},{"alias_kind":"pith_short_12","alias_value":"JBNXSH6KWVEI","created_at":"2026-07-05T11:09:19Z"},{"alias_kind":"pith_short_16","alias_value":"JBNXSH6KWVEIJ5CO","created_at":"2026-07-05T11:09:19Z"},{"alias_kind":"pith_short_8","alias_value":"JBNXSH6K","created_at":"2026-07-05T11:09:19Z"}],"graph_snapshots":[{"event_id":"sha256:f7733ad4d075c967dfd1e9270521042679eba06341633f7b80e016287ee36e67","target":"graph","created_at":"2026-07-05T11:09:19Z","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/2505.18771/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Computing education and computing students are rapidly integrating generative AI, but we know relatively little about how different pedagogical strategies for intentionally integrating generative AI affect students' self-efficacy and career interests. This study investigates a SPIRAL integration of generative AI (Skills Practiced Independently, Revisited with AI Later), implemented in an introductory undergraduate creative media and technology course in Fall 2023 (n=31). Students first developed domain skills for half the semester, then revisited earlier material integrating using generative A","authors_text":"Greg L Nelson, James Prather, Jon Ippolito, Juho Leinonen, Saba Kawas, Troy Schotter","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2025-05-24T16:20:28Z","title":"SPIRAL integration of generative AI in an undergraduate creative media course: effects on self-efficacy and career outcome expectations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.18771","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":"sha256:05016f7d724a4c7d93a2954bc49bdc0ef2bfcac34ab7a732d040cbff2e184e74","target":"record","created_at":"2026-07-05T11:09:19Z","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":"18e35b76a56dbdddc05b14403b2507b430942568b870f85bc3f91a6b3fb4f650","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2025-05-24T16:20:28Z","title_canon_sha256":"121b36573d490f69eb2f14d590ce53ed275b2af8d41e349aeaf669008f598ab8"},"schema_version":"1.0","source":{"id":"2505.18771","kind":"arxiv","version":1}},"canonical_sha256":"485b791fcab54884f44e918957882ca8cbee2b549360b4b5ce6fee62f5dc4605","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"485b791fcab54884f44e918957882ca8cbee2b549360b4b5ce6fee62f5dc4605","first_computed_at":"2026-07-05T11:09:19.347093Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:09:19.347093Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"8So4I9xkjXifjkjwHqv6T8eYbXWfDyvrHoBucQL/1Ve+saRLIW6jFXHtlPukFd6kldpC9HX8v3nhcGwJBUBwAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:09:19.347506Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.18771","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:05016f7d724a4c7d93a2954bc49bdc0ef2bfcac34ab7a732d040cbff2e184e74","sha256:f7733ad4d075c967dfd1e9270521042679eba06341633f7b80e016287ee36e67"],"state_sha256":"7e276843e582a45f995dd5caa355b0e6b003b2617b260a924c6bc94f5796eedf"}