{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:ADFTYRECICG5EONZGBPE6BVWDS","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":"027e84198d041b06905b76a55027544da949e62fafdbc4c0c5725cc84beb2ddb","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-23T06:56:26Z","title_canon_sha256":"a400b4456ceb7d903c908bf99a745c1f71ee77870fe92f34838c7838029d82b8"},"schema_version":"1.0","source":{"id":"2507.17258","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.17258","created_at":"2026-07-05T11:42:04Z"},{"alias_kind":"arxiv_version","alias_value":"2507.17258v1","created_at":"2026-07-05T11:42:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.17258","created_at":"2026-07-05T11:42:04Z"},{"alias_kind":"pith_short_12","alias_value":"ADFTYRECICG5","created_at":"2026-07-05T11:42:04Z"},{"alias_kind":"pith_short_16","alias_value":"ADFTYRECICG5EONZ","created_at":"2026-07-05T11:42:04Z"},{"alias_kind":"pith_short_8","alias_value":"ADFTYREC","created_at":"2026-07-05T11:42:04Z"}],"graph_snapshots":[{"event_id":"sha256:a8283f7212c3b9d70de65c4df6ceb177c7bd083551873a8883b5b28714fe301f","target":"graph","created_at":"2026-07-05T11:42:04Z","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/2507.17258/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Building on prior research on Generative AI (GenAI) and related tools for programming education, we developed SCRIPT, a chatbot based on ChatGPT-4o-mini, to support novice learners. SCRIPT allows for open-ended interactions and structured guidance through predefined prompts. We evaluated the tool via an experiment with 136 students from an introductory programming course at a large German university and analyzed how students interacted with SCRIPT while solving programming tasks with a focus on their feedback preferences. The results reveal that students' feedback requests seem to follow a spe","authors_text":"Andreas Scholl, Natalie Kiesler","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-23T06:56:26Z","title":"Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For?"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.17258","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:d9c869b47700448cc7b4a873b86dc15b65b2aa58dcac8067f07d26aa8f02e981","target":"record","created_at":"2026-07-05T11:42:04Z","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":"027e84198d041b06905b76a55027544da949e62fafdbc4c0c5725cc84beb2ddb","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-23T06:56:26Z","title_canon_sha256":"a400b4456ceb7d903c908bf99a745c1f71ee77870fe92f34838c7838029d82b8"},"schema_version":"1.0","source":{"id":"2507.17258","kind":"arxiv","version":1}},"canonical_sha256":"00cb3c4482408dd239b9305e4f06b61c807c0e6c8bfa1cefe7b5a1c850386882","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"00cb3c4482408dd239b9305e4f06b61c807c0e6c8bfa1cefe7b5a1c850386882","first_computed_at":"2026-07-05T11:42:04.553223Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:42:04.553223Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"QqtbHY/ceC/1YvUpbxZdzqbAi3cwAS5AUB5WXYSHxRC63aLm1rUCxQKNzkcON70Cw/OGJGOkobAVRHO3S/Y9BA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:42:04.553729Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.17258","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d9c869b47700448cc7b4a873b86dc15b65b2aa58dcac8067f07d26aa8f02e981","sha256:a8283f7212c3b9d70de65c4df6ceb177c7bd083551873a8883b5b28714fe301f"],"state_sha256":"a33a75fed173722052e87e09bd6a9af6f385cd8c7955bc1540db923d6e0a1c4b"}