{"as_of":"2026-08-09T08:22:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:81f62ab0d7d2b54c8fd55bee4618320a80c4e3c824aea33d3621096bfb527bf6","coverage":[{"denominator":36,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":36,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T19:59:20.119712Z","state":"measured"},{"denominator":36,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":36,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2507.04043/citation-record","integrity":"/paper/2507.04043/integrity","json":"/paper/2507.04043/citation-record.json","paper":"/paper/2507.04043"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-06T19:59:17.586058Z","title":"Gpt-4 technical report,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:17.586058Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:b279c59bb7c3d3a7562b1045655debe4737d61f97dcc896b40b03aee02655d55","observation_id":"4ec48a25-ca9e-47bb-b2ff-90eb4db28346","resolution":{"observed_at":"2026-08-06T19:59:17.586058Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.20115","last_updated":"2025-05-24T14:36:15Z","snapshot_observed_at":"2026-08-07T23:23:27.217970Z","submitted_at":"2025-04-28T05:47:37Z","title":"AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.20115","snapshot_observed_at":"2026-08-06T19:59:17.616841Z","title":"Autop2c: An llm-based agent framework for code repository generation from multimodal content in academic papers,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:17.616841Z"},"links":{"cited_paper":"/paper/2504.20115","citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:3e54cfefcd6f5d9b768ddb11b95645261181004daa087a0efd1afcfc79beb073","observation_id":"3c6c02e1-743a-4abc-baa0-89de99513b71","resolution":{"observed_at":"2026-08-06T19:59:17.616841Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:26.757260Z","title":"Conversational agents in education–a systematic literature review,","venue":null,"work_id":"a570059b-0202-493d-92a2-d4185dc56dc5","year":2022},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:17.690049Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:1f09b99556ef8e226b88f2bb80a6c05391ae82e07d83988254892e332533e295","observation_id":"f1f5f82a-0f6b-4ac2-84c0-549856706d91","resolution":{"observed_at":"2026-08-06T19:59:26.830684Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:26.557649Z","title":"AI-Assisted Coding: Friend or Foe?","venue":null,"work_id":"7848eb92-d6ff-42f9-ab02-7cbebde6ebcb","year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:17.752249Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:82122e10541674723e106e3fa25224646910b5a9f6c748d7cc754deebc7cb034","observation_id":"54d53929-1db1-4bc4-bd3e-949693df5090","resolution":{"observed_at":"2026-08-06T19:59:26.611868Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:26.305152Z","title":"From automation to cognition: Redefining the roles of educators and generative ai in computing education,","venue":null,"work_id":"12f6de5e-c2d1-4866-9012-05705809e6d0","year":2025},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:17.838954Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:d1d329182628d664275e19b8da5c8b177fbe071a1a6ceab5fab6b8f46a9eede7","observation_id":"51f4bb04-6c01-47e7-b448-684032d21387","resolution":{"observed_at":"2026-08-06T19:59:26.425125Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:26.070784Z","title":"Toursynbio-search: A large language model driven agent framework for unified search method for protein engineering,","venue":null,"work_id":"3204f0fd-264a-4b76-acc4-9cbfdf9132ad","year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:17.910822Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:336686fb75ed310548f5edde028fd6fc6a4924737e7349af0d17a2d7934c8353","observation_id":"46703fd5-36fb-4a0e-9420-7bbb9e3783bd","resolution":{"observed_at":"2026-08-06T19:59:26.163002Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:25.938240Z","title":"Toursynbio: A multi-modal large model and agent frame- work to bridge text and protein sequences for protein engineering,","venue":null,"work_id":"166c4d44-cc66-4097-bfae-e1c1eabb005f","year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:17.997007Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:682c9af19a2fbab51e94ecd9e991a5d55cf92bb4ac86dd2d689dd355f38bc40c","observation_id":"e180cada-2e6f-4906-b13b-d1b773cf600e","resolution":{"observed_at":"2026-08-06T19:59:25.987023Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:25.760311Z","title":"A fine-tuning dataset and benchmark for large language models for protein understanding,","venue":null,"work_id":"1b7864bf-00fb-4ab2-8af1-7c969e031ac2","year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:18.072875Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:564805602c2829078cbf10c845f0486d1e6f10833b2c88e14d731ad230e6e536","observation_id":"e6c1b3a5-37eb-4c01-b4f8-882eb54d9aad","resolution":{"observed_at":"2026-08-06T19:59:25.871999Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:25.576969Z","title":"Autom3l: An automated multimodal machine learning framework with large language models,","venue":null,"work_id":"73f0cfce-c11a-4257-bc7d-477c705ccc34","year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:18.170322Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:c0bb4bff96b6333f130c7966d1e7273e01087dda32e8b46c84805cc003fff243","observation_id":"595d368f-342c-4d34-ac61-c5fb5072c542","resolution":{"observed_at":"2026-08-06T19:59:25.657729Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:25.389648Z","title":"The effectiveness of chatgpt in assisting high school students in programming learning: evidence from a quasi-experimental research,","venue":null,"work_id":"79c3823a-5272-487c-bb2d-7b3b13669684","year":2025},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:18.227343Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:fd618a7767aefe13612f33ce26f73fd491324b80b125b2c50e893fc014d97c36","observation_id":"3e43ee96-b8e1-44e1-9e5b-d73c7eb36fe5","resolution":{"observed_at":"2026-08-06T19:59:25.464713Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:25.202242Z","title":"Exploring the potential of large language models in radiological imaging systems: improving user interface design and functional capabilities,","venue":null,"work_id":"9b641411-12ac-4cba-86c7-cf0c5da9fefa","year":2002},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:18.318836Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:8f067e1217d1888be31d0b0f6d0cdfd63d3a623561bda833820c7aed671a0649","observation_id":"d0af7f88-8dda-44f9-9707-c94d93af00a2","resolution":{"observed_at":"2026-08-06T19:59:25.293732Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:24.944493Z","title":"Would chatgpt-facilitated programming mode impact college students’ programming behaviors, performances, and perceptions? an empirical study,","venue":null,"work_id":"d1ee9d4e-e9d3-446a-be1b-759e28eec43a","year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:18.418670Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:e1f254428dc4fa0106525a301df6a8094e71f5bc9b98e315c079f347f8ae35df","observation_id":"fd50abf8-e1d3-4af6-8102-458c265a60ad","resolution":{"observed_at":"2026-08-06T19:59:25.060780Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:24.778887Z","title":"Why and when llm- based assistants can go wrong: Investigating the effectiveness of prompt- based interactions for software help-seeking,","venue":null,"work_id":"de0d4317-3f61-4002-852d-23fcae674de5","year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:18.514044Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:bbd00b803db394595d514a783e1c9e67b0ce23109b45ce3fe9a10070ac8803aa","observation_id":"a8dd74da-82ce-4c8a-912f-4c72fd0d68f2","resolution":{"observed_at":"2026-08-06T19:59:24.823897Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:18.605502Z","title":"Human- ai experience in integrated development environments: A systematic literature review,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:18.605502Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:3a8657ceeeda6edbc9d1b8d3fbac366ccdf706b52bc990dfb8ee074f64b46a9e","observation_id":"65a8326c-8bbb-42b1-9af6-0b36b8d91890","resolution":{"observed_at":"2026-08-06T19:59:18.605502Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.02479","last_updated":"2025-04-13T09:42:30Z","snapshot_observed_at":"2026-07-06T18:56:57.369673Z","submitted_at":"2024-08-05T14:01:15Z","title":"From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.02479","snapshot_observed_at":"2026-08-06T19:59:18.700311Z","title":"From llms to llm- based agents for software engineering: A survey of current, challenges and future,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:18.700311Z"},"links":{"cited_paper":"/paper/2408.02479","citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:d311e1a1321cb229651c1e6d006c074d3f0709e920092c221c5ee5609cd28f5a","observation_id":"97c3f2ed-89fe-47c9-a5d5-d4428bf49840","resolution":{"observed_at":"2026-08-06T19:59:18.700311Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:24.623766Z","title":"Chatcivic: A domain-specific large language model (llm) for design code interpretation,","venue":null,"work_id":"a9efff84-283c-4dec-931f-adab6290d95c","year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:18.762323Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:4e0d1aaad9f5ec73895aedec4ef58aa81b8ce79d5adc6593122b3e6875491e87","observation_id":"eb91300a-9634-49c2-b391-38948a3b7d63","resolution":{"observed_at":"2026-08-06T19:59:24.721191Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:24.461061Z","title":"Proteinengine: Empower llm with domain knowledge for protein engineering,","venue":null,"work_id":"0805d97b-c8eb-41a1-b1cf-cddf5e99c81e","year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:18.822939Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:563c0bc01c5f34ab059efa46c371b7aec97b238d117ff68e14e28a30abb51e8c","observation_id":"04317594-7f1d-438e-b0ab-8079fa4aac5b","resolution":{"observed_at":"2026-08-06T19:59:24.549785Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:24.244073Z","title":"Student-ai interaction: A case study of cs1 students,","venue":null,"work_id":"a29bc6b8-fd28-47f0-be9d-849d3913aa3d","year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:18.876147Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:95cf701476d81d2d3ecc5856d19acfb4228333013aa36a7603bb892580a2e4d1","observation_id":"ac1c15c3-9ea0-4d73-b19b-fe1b764bceca","resolution":{"observed_at":"2026-08-06T19:59:24.352776Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.15955","last_updated":"2025-06-19T01:46:57Z","snapshot_observed_at":"2026-08-06T23:42:22.174744Z","submitted_at":"2025-06-19T01:46:57Z","title":"From Generation to Adaptation: Comparing AI-Assisted Strategies in High School Programming Education","version":1},"cited_work":{"arxiv_id":"2506.15955","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.15955","snapshot_observed_at":"2026-08-06T19:59:20.726606Z","title":"From Generation to Adaptation: Comparing AI-Assisted Strategies in High School Programming Education","venue":"cs.CY","work_id":"1893a1d3-deda-4c73-b0ed-50fcc89d4906","year":2025},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:18.974561Z"},"links":{"cited_paper":"/paper/2506.15955","citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:f8af61f181b17ff48bbe28abb8c9cab962d70390038a27d04a20351212c7764c","observation_id":"bbf0691d-d3bd-4ab7-9c8f-3ea64de1292c","resolution":{"observed_at":"2026-08-06T19:59:20.940278Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:24.073025Z","title":"Carry-forward effect: providing proac- tive scaffolding to learning processes,","venue":null,"work_id":"c142eb68-90c1-4158-9a48-5546d21d34d6","year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:19.045534Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:84edbdbdf6a4f7e2d0569e29f39022884a8126ed643ca2cd5391fd40f36b41c3","observation_id":"06ba7ba6-26ae-4ba6-912e-ed7b665b78c9","resolution":{"observed_at":"2026-08-06T19:59:24.143516Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:23.875210Z","title":"Mixed-initiative interaction,","venue":null,"work_id":"f59a8501-9a1b-4830-92ba-df403090b37e","year":1999},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:19.109197Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:50062dbac615d7662e9322b630583cadf5693ce54af2531082fa4556419a1e34","observation_id":"a2b01959-4325-46b5-adec-72da4b1fcf6f","resolution":{"observed_at":"2026-08-06T19:59:23.982118Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:23.696199Z","title":"On the positive effect of reactive programming on software comprehension: An empirical study,","venue":null,"work_id":"34806a6e-bf62-405f-81b4-3527f2b4f0ab","year":2017},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:19.181287Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:e0706e6f702fcc30a2ef4f2c6b05cb52b293bd66f842008c8840a5636eb9c8e3","observation_id":"01ed1794-e159-4f62-846e-825b312849e5","resolution":{"observed_at":"2026-08-06T19:59:23.785289Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:23.562688Z","title":"How generative-ai- assistance impacts cognitive load during knowledge work: a study proposal,","venue":null,"work_id":"f54075a1-b04f-4b81-bf19-7355a1e19827","year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:19.254006Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:c0ac5370ae39c9d9027d3b5fea52a64e68c370955cb87a7f5c7bf69ea95008e7","observation_id":"47f59d17-7b41-440a-833a-cb372b64179e","resolution":{"observed_at":"2026-08-06T19:59:23.619218Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.01992","last_updated":"2024-12-02T21:56:46Z","snapshot_observed_at":"2026-08-06T09:53:46.995883Z","submitted_at":"2024-12-02T21:56:46Z","title":"ChatCollab: Exploring Collaboration Between Humans and AI Agents in Software Teams","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.01992","snapshot_observed_at":"2026-08-06T19:59:19.307235Z","title":"Chatcollab: Exploring collaboration between humans and ai agents in software teams,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:19.307235Z"},"links":{"cited_paper":"/paper/2412.01992","citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:08c85aa1d2c03292736d212d94fc01733e255fa3b2f45a37cdb8ada3bef0435f","observation_id":"5bcaf10f-b839-4c63-806c-1ad49809339d","resolution":{"observed_at":"2026-08-06T19:59:19.307235Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.07956","last_updated":"2025-02-11T21:09:24Z","snapshot_observed_at":"2026-08-08T11:16:02.213927Z","submitted_at":"2025-02-11T21:09:24Z","title":"Bridging HCI and AI Research for the Evaluation of Conversational SE Assistants","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.07956","snapshot_observed_at":"2026-08-06T19:59:19.373313Z","title":"Bridging hci and ai research for the evalu- ation of conversational se assistants,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:19.373313Z"},"links":{"cited_paper":"/paper/2502.07956","citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:ea6f3ccd7b84b82f6caae23fe6f398d1870c31437d2e4144c6748642b5f69f15","observation_id":"a9d9e85b-fd2a-4583-b048-160051c28d7a","resolution":{"observed_at":"2026-08-06T19:59:19.373313Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:23.442470Z","title":"Who should i trust: Ai or myself? leveraging human and ai correctness likelihood to promote appropriate trust in ai-assisted decision-making,","venue":null,"work_id":"ad651ec6-01a7-4cd5-a8c1-d9169efe2189","year":2023},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:19.430099Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:ec33b567f76365a47c194751ae0ed500c3caf95e6550e6cc14b7ec56906bef02","observation_id":"e47d8e2b-cb2e-4a5d-9e84-861406448ffc","resolution":{"observed_at":"2026-08-06T19:59:23.511250Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:23.150471Z","title":"Explanations can reduce overreliance on ai systems during decision-making,","venue":null,"work_id":"e6b08698-0e91-4114-a134-c3653a58aeee","year":2023},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:19.498375Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:93b8b3f3812d6baf4c8bd25669d5231f6887c1f0ee937ddc8bdd8a76dfead309","observation_id":"d5c7e98b-8d10-4b66-9fe6-bebecc64cee8","resolution":{"observed_at":"2026-08-06T19:59:23.375554Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.08352","last_updated":"2025-06-10T02:09:57Z","snapshot_observed_at":"2026-08-08T11:06:57.563767Z","submitted_at":"2025-06-10T02:09:57Z","title":"Reinforcement Fine-Tuning for Reasoning towards Multi-Step Multi-Source Search in Large Language Models","version":1},"cited_work":{"arxiv_id":"2506.08352","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.08352","snapshot_observed_at":"2026-08-06T19:59:20.245819Z","title":"Reinforcement Fine-Tuning for Reasoning towards Multi-Step Multi-Source Search in Large Language Models","venue":"cs.IR","work_id":"739aae79-89cd-4103-bf05-291e10393797","year":2025},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:19.576331Z"},"links":{"cited_paper":"/paper/2506.08352","citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:231887b07cfc2b2d296c158f4a27ffba8e18eaa08d101d8978dd6a85fd567836","observation_id":"fae78f6a-d1dc-4850-b8a7-8f1286e5ff64","resolution":{"observed_at":"2026-08-06T19:59:20.466605Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:22.860301Z","title":"Co-learning: code learning for multi-agent reinforcement collaborative framework with conversational natural language interfaces,","venue":null,"work_id":"09d7b2fc-e20f-49c8-bf75-5e5b82700d39","year":2025},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:19.639707Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:260aef357a7fba5f6835eebf0b39a53ec03dcb44530fb1b15609ab96a04a64ac","observation_id":"b970f33a-d3d5-4b78-b9fd-0ed0f697c257","resolution":{"observed_at":"2026-08-06T19:59:22.911798Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:22.729952Z","title":"Dbox: Scaf- folding algorithmic programming learning through learner-llm co- decomposition,","venue":null,"work_id":"db280aed-899e-464f-8943-89298852e370","year":2025},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:19.729168Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:bd07d83403fa4f2523c0df6e2eed1d2361f897976a2d5becf2406e206dcc7f20","observation_id":"b305a34b-0ebb-4bbf-985d-4c634ba7d3bd","resolution":{"observed_at":"2026-08-06T19:59:22.796234Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:22.596496Z","title":"Exploring the impact of integrating ai tools in higher education using the zone of proximal development,","venue":null,"work_id":"ff986f89-02b8-4a12-a352-51bba3736f02","year":2025},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:19.779581Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:cd48c56fd615164895638adb352fa4ec1b005c27f1512b12d13e43bd558151cb","observation_id":"740a69aa-fb86-4221-98d6-b3ecb5b7510c","resolution":{"observed_at":"2026-08-06T19:59:22.653843Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:22.476979Z","title":"’i’m categorizing llm as a productivity tool’: Examining ethics of llm use in hci research practices,","venue":null,"work_id":"7979d7d9-381f-4c66-bb93-59ff9965d100","year":2025},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:19.843525Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:33ebaa36f0f89a063b0ef0e6bb2fb50e31bab2f24fa7e1d75265947c1ab9d00d","observation_id":"004acc01-ab47-473f-bf4d-07f69b78384e","resolution":{"observed_at":"2026-08-06T19:59:22.535143Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:22.368914Z","title":"Risk or chance? large language models and reproducibility in human-computer interaction research,","venue":null,"work_id":"50c2432c-7c91-4d56-a235-83784297b6a4","year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:19.898515Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:7ec2389a27c721ca8fd12b99bd1066a08dc7c3fe096cb449e93a8383c7b23b43","observation_id":"c36ba5fe-06c8-4751-8ff1-e3cda0dc3e2d","resolution":{"observed_at":"2026-08-06T19:59:22.430392Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:22.224772Z","title":"Evaluating causal reasoning capabilities of large language models: A systematic analysis across three scenarios,","venue":null,"work_id":"4f2ec046-f154-4061-80a3-833767e451fd","year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:19.963059Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:06aa1ce0c0914d62a29359f1a9c21c7045b49f5615ee340cc339fb52783ad8c2","observation_id":"3a7da2b6-74d5-44e7-9650-0d74e99f2704","resolution":{"observed_at":"2026-08-06T19:59:22.317742Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:21.896110Z","title":"LLM Evaluations: Metrics, Frameworks, and Best Practices,","venue":null,"work_id":"e8e435bf-5d54-4cd3-8ba5-aaa72101aa45","year":2024},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:20.033538Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:7020757c1a1534ba37585829e0c69fda84623543fc45d3d9778aaa918491f565","observation_id":"1b29264e-8712-4523-a2ca-9df8e5947b2a","resolution":{"observed_at":"2026-08-06T19:59:22.081460Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:59:21.409301Z","title":"5 LLM Evaluation Tools You Should Know in 2025,","venue":null,"work_id":"f9592ea6-7d3c-4460-b02a-ca70591e5288","year":2025},"citing_paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T19:59:20.119712Z"},"links":{"citing_paper":"/paper/2507.04043"},"observation_digest":"sha256:4cadf5f0e4d0386dae2a84cad786b600edc311cc9acbae15061051478916f473","observation_id":"f964111c-006d-4562-aa40-11ebf420bda8","resolution":{"observed_at":"2026-08-06T19:59:21.600868Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.04043","last_updated":"2025-07-05T13:52:31Z","latest_version":1,"primary_category":"cs.HC","snapshot_observed_at":"2026-08-08T23:10:50.784094Z","submitted_at":"2025-07-05T13:52:31Z","title":"Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study"},"reference_resolution":{"displayed":36,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":6,"verified_exact":2,"verified_fuzzy":28},"total_outbound_references":36},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2507.04043."}