{"schema_version":"papers/paper-detail-v1","title":"PhoneWorld: Scaling Phone-Use Agent Environments","surface":"papers","opportunity_kernel":{"paper_id":"5c32f844-2cba-4d60-9c4a-5b3d95f3ebeb","title":"PhoneWorld: Scaling Phone-Use Agent Environments","authors":["Zhengyang Tang","Yuxuan Liu","Xin Lai","Junyi Li","Pengyuan Lyu","Jason","Yiduo Guo","Zhengyao Fang","Yang Ding","Yi Zhang","Weinong Wang","Huawen Shen","Xingran Zhou","Liang Wu","Fei Tang","Sunqi Fan","Shangpin Peng","Zheng Ruan","Anran Zhang","Benyou Wang","Rui Yan","Ji-Rong Wen","Chengquan Zhang","Han Hu"],"arxiv_id":"2605.29486v1","doi":null,"published_at":"2026-05-28T07:14:15.000Z","score_object":{"overall":{"value":8,"scale":"0-10","confidence":0.85,"confidence_reason":"Backfilled from persisted papers.viability_score.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-29T20:12:08.123Z","fresh_until":"2026-06-28T20:12:08.123Z","is_stale":false,"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":"2026-05-29T20:18:56.868Z","fresh_until":"2026-06-12T20:18:56.868Z","is_stale":false,"source_count":1,"missingness":["reproducibility_results.reproducibility_score","deployability_scores.score"]},"commercial":{"value":4,"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":"2026-05-29T20:12:08.123Z","fresh_until":"2026-06-28T20:12:08.123Z","is_stale":false,"source_count":1,"missingness":[]},"market":{"value":2,"scale":"0-10","confidence":0.45,"confidence_reason":"Heuristic market score materialized from paper metadata, repo availability, and deployability.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-29T20:38:42.771Z","fresh_until":"2026-06-12T20:38:42.771Z","is_stale":false,"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":"2026-05-29T20:12:08.123Z","fresh_until":"2026-06-12T20:12:08.123Z","is_stale":false,"source_count":2,"missingness":[]},"methodology":{"value":3.65,"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":"2026-05-29T20:18:56.868Z","fresh_until":"2026-06-28T20:18:56.868Z","is_stale":false,"source_count":2,"missingness":[]}},"evidence_receipt":{"freshness":"fresh","proof_status":"unverified","repo_status":"missing","references_count":0,"source_count":3,"coverage":0.5,"missingness":["repo_url","references","proof_status"],"unresolved_unknowns":["proof verification has not been recorded yet"],"last_verification_at":"2026-05-29T20:38:42.771Z"},"lineage_hash":"dfca4f5b04c95da34ae0d86ac7e6f38c78c49ad9d3d97991fc0ae8a6366cdc73"},"distribution":null,"replication_evidence":[],"author_dna":[]}