{"schema_version":"papers/paper-detail-v1","title":"CASCADE: Context-Aware Relaxation for Speculative Image Decoding","surface":"papers","opportunity_kernel":{"paper_id":"a9ea25ce-87e8-422b-8c2f-cce59ceb1050","title":"CASCADE: Context-Aware Relaxation for Speculative Image Decoding","authors":["Selin Yildirim","Subhajit Dutta Chowdhury","Mohammad Mahdi Kamani","Vikram Appia","Deming Chen"],"arxiv_id":"2605.07230v1","doi":null,"published_at":"2026-05-08T04:32:17.000Z","score_object":{"overall":{"value":5,"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":"2026-05-11T20:20:03.190Z","fresh_until":"2026-06-10T20:20:03.190Z","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":"2026-05-11T20:21:34.588Z","fresh_until":"2026-05-25T20:21:34.588Z","is_stale":true,"source_count":1,"missingness":["reproducibility_results.reproducibility_score","deployability_scores.score"]},"commercial":{"value":0,"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":"2026-05-11T20:20:03.190Z","fresh_until":"2026-06-10T20:20:03.190Z","is_stale":false,"source_count":1,"missingness":[]},"market":{"value":1,"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":"2026-05-11T20:47:14.887Z","fresh_until":"2026-05-25T20:47:14.887Z","is_stale":true,"source_count":1,"missingness":[]},"team":{"value":4.15,"scale":"0-10","confidence":0.28,"confidence_reason":"Heuristic fallback from paper author count.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-11T20:20:03.190Z","fresh_until":"2026-05-25T20:20:03.190Z","is_stale":true,"source_count":1,"missingness":["paper_author_affiliations"]},"methodology":{"value":4.3,"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":"2026-05-11T20:21:34.588Z","fresh_until":"2026-06-10T20:21:34.588Z","is_stale":false,"source_count":2,"missingness":[]}},"evidence_receipt":{"freshness":"stale","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":"2026-05-11T20:47:14.887Z"},"lineage_hash":"884f707b601d91ec5f935be60ac3f5f73fab57e71ec1ff445632905c62bea3cc"},"distribution":null,"replication_evidence":[],"author_dna":[]}