{"schema_version":"papers/paper-detail-v1","title":"BitTP: The Lightweight Trajectory Prediction Model with BitLLM for Edge-Devices","surface":"papers","opportunity_kernel":{"paper_id":"1a4b89c8-d9cc-47d0-803c-6757be965f24","title":"BitTP: The Lightweight Trajectory Prediction Model with BitLLM for Edge-Devices","authors":["Mincheol Kang","Hyunjin Lim","Bomin Kang","Daehee Park"],"arxiv_id":"2605.29705v1","doi":null,"published_at":"2026-05-28T10:04:02.000Z","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":6.4,"scale":"0-10","confidence":0.7,"confidence_reason":"Backfilled from deployability_scores.score.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-29T20:34:21.011Z","fresh_until":"2026-06-12T20:34:21.011Z","is_stale":false,"source_count":1,"missingness":["reproducibility_results.reproducibility_score","paper_extraction_scorecards.reconstruction_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":"2026-05-29T20:12:08.123Z","fresh_until":"2026-06-28T20:12:08.123Z","is_stale":false,"source_count":2,"missingness":[]},"market":{"value":6.1,"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":"2026-05-29T20:38:24.359Z","fresh_until":"2026-06-12T20:38:24.359Z","is_stale":false,"source_count":1,"missingness":[]},"team":{"value":3.6,"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":"2026-05-29T20:12:08.123Z","fresh_until":"2026-06-12T20:12:08.123Z","is_stale":false,"source_count":1,"missingness":["paper_author_affiliations"]},"methodology":{"value":0,"scale":"0-10","confidence":0.15,"confidence_reason":"No persisted methodology score source was available; marked low confidence.","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":0,"missingness":["paper_extraction_scorecards.total_score","paper_extraction_scorecards.standard_extraction_score"]}},"evidence_receipt":{"freshness":"fresh","proof_status":"unverified","repo_status":"active","references_count":0,"source_count":4,"coverage":0.6667,"missingness":["references","paper_extraction_scorecards"],"unresolved_unknowns":[],"last_verification_at":"2026-05-29T20:34:21.011Z"},"lineage_hash":"bde2c3e4f0b61e941334cd0a2428b52b52a84df85c0312e6b1f1fa9484722c60"},"distribution":null,"replication_evidence":[],"author_dna":[]}