{"schema_version":"papers/paper-detail-v1","title":"Can Segmentation Models Understand the World? Towards Proactive Affordance Reasoning via Visual Chain-of-Thought","surface":"papers","opportunity_kernel":{"paper_id":"5dc1682d-17db-4ffe-899c-6dd6f374558b","title":"Can Segmentation Models Understand the World? Towards Proactive Affordance Reasoning via Visual Chain-of-Thought","authors":["Yuchen Guo","Junli Gong","Hongmin Cai","Yiu-ming Cheung","Weifeng Su"],"arxiv_id":"2605.27764v1","doi":null,"published_at":"2026-05-26T23:26:52.000Z","score_object":{"overall":{"value":7,"scale":"0-10","confidence":0.85,"confidence_reason":"Backfilled from persisted papers.viability_score.","model_version":"phase0-web-fallback-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-28T20:12:33.937Z","fresh_until":"2026-06-27T20:12:33.937Z","is_stale":false,"source_count":1,"missingness":[]},"technical":{"value":0,"scale":"0-10","confidence":0.15,"confidence_reason":"No canonical technical score row was available yet; marked low confidence.","model_version":"phase0-web-fallback-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-28T20:12:33.937Z","fresh_until":"2026-06-11T20:12:33.937Z","is_stale":false,"source_count":0,"missingness":["paper_score_objects.technical"]},"commercial":{"value":4,"scale":"0-10","confidence":0.7,"confidence_reason":"Backfilled from persisted commercial_flags and repo availability.","model_version":"phase0-web-fallback-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-28T20:12:33.937Z","fresh_until":"2026-06-27T20:12:33.937Z","is_stale":false,"source_count":1,"missingness":[]},"market":{"value":0,"scale":"0-10","confidence":0.15,"confidence_reason":"No canonical market score row was available yet; marked low confidence.","model_version":"phase0-web-fallback-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-28T20:12:33.937Z","fresh_until":"2026-06-11T20:12:33.937Z","is_stale":false,"source_count":0,"missingness":["paper_score_objects.market"]},"team":{"value":0,"scale":"0-10","confidence":0.15,"confidence_reason":"No canonical team score row was available yet; marked low confidence.","model_version":"phase0-web-fallback-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-28T20:12:33.937Z","fresh_until":"2026-06-11T20:12:33.937Z","is_stale":false,"source_count":0,"missingness":["paper_score_objects.team"]},"methodology":{"value":0,"scale":"0-10","confidence":0.15,"confidence_reason":"No canonical methodology score row was available yet; marked low confidence.","model_version":"phase0-web-fallback-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-28T20:12:33.937Z","fresh_until":"2026-06-27T20:12:33.937Z","is_stale":false,"source_count":0,"missingness":["paper_score_objects.methodology"]}},"evidence_receipt":{"freshness":"fresh","proof_status":"unverified","repo_status":"missing","references_count":0,"source_count":0,"coverage":0,"missingness":["paper_evidence_receipts.references_count","paper_evidence_receipts.coverage"],"unresolved_unknowns":["Canonical evidence receipt has not been materialized yet."],"last_verification_at":"2026-05-28T20:12:33.937Z"},"lineage_hash":"03b6f56b687afe2e3d465c9037022025398ecaf8f85f926957aec0aa3b7dd857"},"distribution":null,"replication_evidence":[],"author_dna":[]}