{"catalog_anchor":{"sha256":"7f71a1683ab013e587a20086c3e357956981f517a24ae8bc8e81791108c66e4f","source_commit":"87166fe8ad9c8e832f7a90ee84b2e93c6e0e40db"},"language":"en","proposal_boundary":"Record contracts and research-agenda experiments are author recommendations, not new empirical results.","queries":[{"domain":"nature.com","q":"\"FAIR Guiding Principles\" scientific data management stewardship 2016"},{"domain":"arxiv.org","q":"\"Datasheets for Datasets\" Gebru 2018"},{"domain":"arxiv.org","q":"\"Model Cards for Model Reporting\" 2019"},{"domain":"arxiv.org","q":"\"computer use\" \"GUI agents\" survey 2026"}],"reading_counts":{"selected_fulltext_section_reads":7,"supplementary_complete_abstracts_read":26,"supplementary_titles_read":303},"records":[{"canonical_id":"arxiv:2608.14132","independent_experiments_performed":false,"primary_receipt":{"bytes":466875,"final_url":"https://arxiv.org/html/2608.14132v1","retrieved_at_utc":"2026-10-18T10:05:22.211464+00:00","sha256":"8d6aa8484ff4a7cbaac589c2c220407ebf6ecd1e216015a248125abdb0f2ed2d","source_id":"act2intention","status":200,"text_sha256":"a566b22742c4c11e6b6fc0cbf18504e169573f746fb233f17990989cfbc96f55","url":"https://arxiv.org/html/2608.14132v1"},"read_status":"selected_fulltext_sections_read","sections":["3 Task definition","4.1 Raw data collection","4.2 Trajectory construction","7 Limitations and future directions"],"supported_claims":["Intention understanding, prediction and confirmed execution are distinct tasks.","The primary limitations state that opportune intervention timing and real-user acceptance were not evaluated."]},{"canonical_id":"arxiv:2608.09944","independent_experiments_performed":false,"primary_receipt":{"bytes":100629,"final_url":"https://arxiv.org/html/2608.09944v1","retrieved_at_utc":"2026-10-18T10:05:26.923383+00:00","sha256":"777197864eeaa34d180bf6b91f32408b7b3d8cc5c9faecc95eca276f5bd426de","source_id":"nexui","status":200,"text_sha256":"ec963079f47275a95838d92ae63189edff2f4ec6e65886063479f349e3954afa","url":"https://arxiv.org/html/2608.09944v1"},"read_status":"selected_fulltext_sections_read","sections":["3.3 Interface states and task annotations","3.4 Evaluation","4.1 Models and experimental setup","5 Discussion"],"supported_claims":["Packaged tasks use recorded linear transition graphs; unsupported actions do not create another path.","Reported model experiments use 25 validation tasks with text-based inputs, without screenshots."]},{"canonical_id":"arxiv:2507.18165","independent_experiments_performed":false,"primary_receipt":{"bytes":163680,"final_url":"https://arxiv.org/html/2507.18165v1","retrieved_at_utc":"2026-10-18T10:05:30.529800+00:00","sha256":"7ca9569113479791a0482f4c196002a8459f1826eb6a3c9fab8a701b33360593","source_id":"proactiveva","status":200,"text_sha256":"c094e66c45223290d018056500d87ba5e6915f68c482106c3deef0fc577cf7e3","url":"https://arxiv.org/html/2507.18165v1"},"read_status":"selected_fulltext_sections_read","sections":["5.3 User study","5.3.2 Observed issues","6.1 Design trade-off","6.2 Limitations"],"supported_claims":["The reported in-lab user study recruited ten users.","Users requested finer control; the paper discusses clarification and intervention trade-offs."]},{"canonical_id":"arxiv:1803.09010","independent_experiments_performed":false,"primary_receipt":{"bytes":98863,"final_url":"https://arxiv.org/html/1803.09010v8","retrieved_at_utc":"2026-10-18T10:05:34.384454+00:00","sha256":"c672395cf1c889a2e7512ca9b42814038075aff5082f71007d65337305f2ce5a","source_id":"datasheets","status":200,"text_sha256":"38529e318365e4647aef877384a9e5dbdbfd0cd2dab10b03cce35a361ad1e6ae","url":"https://arxiv.org/html/1803.09010v8"},"read_status":"selected_fulltext_sections_read","sections":["3 Questions and workflow"],"supported_claims":["Dataset documentation covers lifecycle stages and can preserve unknown facts."]},{"canonical_id":"arxiv:1810.03993","independent_experiments_performed":false,"primary_receipt":{"bytes":149858,"final_url":"https://arxiv.org/html/1810.03993v2","retrieved_at_utc":"2026-10-18T10:05:41.022829+00:00","sha256":"971e98662e58d700e887638adb4ab66fbc0ae4e119a4f4f8a09a1dd89919b20d","source_id":"modelcards","status":200,"text_sha256":"d030429bf63a7e71bcf025fbdff2be894a00a76912955c6438ed3327d8282267","url":"https://arxiv.org/html/1810.03993v2"},"read_status":"selected_fulltext_sections_read","sections":["4 Model card sections","6 Discussion and future work"],"supported_claims":["Model documentation connects identity and intended use with evaluation factors, metrics and caveats."]},{"canonical_id":"doi:10.1038/sdata.2016.18","independent_experiments_performed":false,"primary_receipt":{"bytes":449982,"final_url":"https://www.nature.com/articles/sdata201618?error=cookies_not_supported&code=450dbabf-769a-437b-9312-4f9bf91ce790","retrieved_at_utc":"2026-10-18T10:05:48.050920+00:00","sha256":"a1ffb0d1dd0fdc4fb3d98e543e9f2a33f5951d519cf2b49ccc41f60401d5efc3","source_id":"fair","status":200,"text_sha256":"f256fbe80665ae55a2329628da9cf18b21464b02a1fdd2b63e56b9af6970556b","url":"https://www.nature.com/articles/sdata201618"},"read_status":"selected_fulltext_sections_read","sections":["The FAIR Guiding Principles in detail","Box 2","The Principles precede implementation"],"supported_claims":["Metadata, persistent identity, provenance and explicit reuse terms serve human and computational consumers."]},{"canonical_id":"doi:10.1038/s41597-022-01710-x","independent_experiments_performed":false,"primary_receipt":{"bytes":299579,"final_url":"https://www.nature.com/articles/s41597-022-01710-x?error=cookies_not_supported&code=5573c94b-b045-4ccf-a206-abfa9ac63e4a","retrieved_at_utc":"2026-10-18T10:06:01.695367+00:00","sha256":"a6f9d6a33a1d1123f3fe94c69b299bf2a0eab0d903ada331059770109daad8ee","source_id":"fair4rs","status":200,"text_sha256":"cd029195f34712fbc41a46537e53a18eb987be84cad9399972c6b93787048f6e","url":"https://www.nature.com/articles/s41597-022-01710-x"},"read_status":"selected_fulltext_sections_read","sections":["Introduction","Results: FAIR4RS Principles"],"supported_claims":["Research-software principles distinguish component and version identities and retain provenance and licensing."]}],"section":"review protocol, human agency, research assets and agenda"}
