{"schema_version":"papers/paper-detail-v1","title":"UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding","surface":"papers","opportunity_kernel":{"paper_id":"bfb061b7-f61e-40cb-926f-41551a0f2066","title":"UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding","authors":["Fei Tang","Bofan Chen","Zhengxi Lu","Tongbo Chen","Songqin Nong","Tao Jiang","Wenhao Xu","Weiming Lu","Jun Xiao","Yueting Zhuang","Yongliang Shen"],"arxiv_id":"2604.14113v1","doi":null,"published_at":"2026-04-15T17:32:28.000Z","score_object":{"overall":{"value":9,"scale":"0-10","confidence":0.85,"confidence_reason":"Aligned to persisted papers.viability_score for public contract consistency.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-16T18:06:58.783Z","fresh_until":"2026-05-16T18:06:58.783Z","is_stale":true,"source_count":1,"missingness":[]},"technical":{"value":1.4,"scale":"0-10","confidence":0.55,"confidence_reason":"Backfilled from paper_extraction_scorecards.reconstruction_score.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-16T18:07:32.284Z","fresh_until":"2026-04-30T18:07:32.284Z","is_stale":true,"source_count":1,"missingness":["reproducibility_results.reproducibility_score","deployability_scores.score"]},"commercial":{"value":5,"scale":"0-10","confidence":0.75,"confidence_reason":"Backfilled from persisted commercial_flags and repo availability.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-16T18:06:58.783Z","fresh_until":"2026-05-16T18:06:58.783Z","is_stale":true,"source_count":2,"missingness":[]},"market":{"value":5.5,"scale":"0-10","confidence":0.8,"confidence_reason":"Backfilled from distribution_readiness_scores.score.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-16T18:18:14.068Z","fresh_until":"2026-04-30T18:18:14.068Z","is_stale":true,"source_count":1,"missingness":[]},"team":{"value":6.5,"scale":"0-10","confidence":0.42,"confidence_reason":"Heuristic fallback from paper author count and extracted affiliations.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-16T18:06:58.783Z","fresh_until":"2026-04-30T18:06:58.783Z","is_stale":true,"source_count":2,"missingness":[]},"methodology":{"value":4.7,"scale":"0-10","confidence":0.82,"confidence_reason":"Backfilled from paper_extraction_scorecards.total_score.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-16T18:07:32.284Z","fresh_until":"2026-05-16T18:07:32.284Z","is_stale":true,"source_count":2,"missingness":[]}},"evidence_receipt":{"freshness":"stale","proof_status":"unverified","repo_status":"active","references_count":0,"source_count":4,"coverage":0.6667,"missingness":["references","proof_status"],"unresolved_unknowns":["proof verification has not been recorded yet"],"last_verification_at":"2026-04-16T18:18:14.068Z"},"lineage_hash":"4cc2edf31b40b1ab9d41fdc1ebd7c4deb797143c0f953421fb9e69a2f77ff08e"},"distribution":null,"replication_evidence":[],"author_dna":[]}