{"schema_version":"papers/paper-detail-v1","title":"A Swap-Adversarial Framework for Improving Domain Generalization in Electroencephalography-Based Parkinson's Disease Prediction","surface":"papers","opportunity_kernel":{"paper_id":"2fb8c343-51af-4389-9002-a55e171ce061","title":"A Swap-Adversarial Framework for Improving Domain Generalization in Electroencephalography-Based Parkinson's Disease Prediction","authors":[],"arxiv_id":"2602.10528v1","doi":null,"published_at":"2026-02-11T04:52:46.000Z","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":"2026-04-02T02:30:40.136Z","fresh_until":"2026-05-02T02:30:40.136Z","is_stale":true,"source_count":1,"missingness":[]},"technical":{"value":2.4,"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":"2026-03-19T21:31:49.672Z","fresh_until":"2026-04-02T21:31:49.672Z","is_stale":true,"source_count":1,"missingness":[]},"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":"2026-04-02T02:30:40.136Z","fresh_until":"2026-05-02T02:30:40.136Z","is_stale":true,"source_count":1,"missingness":[]},"market":{"value":0,"scale":"0-10","confidence":0.15,"confidence_reason":"No persisted distribution_readiness_scores row was available; marked low confidence.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-02T02:30:40.136Z","fresh_until":"2026-04-16T02:30:40.136Z","is_stale":true,"source_count":0,"missingness":["distribution_readiness_scores.score"]},"team":{"value":0,"scale":"0-10","confidence":0.75,"confidence_reason":"Backfilled from engineer_profiles.builder_score averages.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-02T02:30:40.136Z","fresh_until":"2026-04-16T02:30:40.136Z","is_stale":true,"source_count":1,"missingness":[]},"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":"2026-04-02T02:30:40.136Z","fresh_until":"2026-05-02T02:30:40.136Z","is_stale":true,"source_count":0,"missingness":["paper_extraction_scorecards.total_score","paper_extraction_scorecards.standard_extraction_score"]}},"evidence_receipt":{"freshness":"stale","proof_status":"unverified","repo_status":"missing","references_count":0,"source_count":0,"coverage":0.3333,"missingness":["repo_url","references","distribution_readiness_scores","paper_extraction_scorecards"],"unresolved_unknowns":["distribution readiness has not been computed yet"],"last_verification_at":"2026-03-19T21:31:49.672Z"},"lineage_hash":"9b92369b1f046af7fa6951c45008350c29168b9a5566a2c790a200b9f9d61857"},"distribution":null,"replication_evidence":[],"author_dna":[{"author_id":"71f8049d-edd3-4225-b34f-862fa7b6fa9c","name":"Seongwon Jin","institution":"Incheon National University","h_index":null,"paper_count":1,"patents_count":0,"founder_score":0,"prior_startup":false,"industry_years":null,"top_skills":["Research"],"prior_commercialization_rate":null,"confidence":null,"paper_sample_size":0,"commercialized_paper_count":0,"last_backfilled_at":null,"archived_at":null},{"author_id":"1b84340b-4caf-4113-98b7-fbbc16e8c596","name":"Hanseul Choi","institution":"Incheon National University","h_index":null,"paper_count":1,"patents_count":0,"founder_score":0,"prior_startup":false,"industry_years":null,"top_skills":["Research"],"prior_commercialization_rate":null,"confidence":null,"paper_sample_size":0,"commercialized_paper_count":0,"last_backfilled_at":null,"archived_at":null},{"author_id":"78962ed3-2f05-4091-a685-be8310edc165","name":"Sunggu Yang","institution":"Incheon National University","h_index":null,"paper_count":1,"patents_count":0,"founder_score":0,"prior_startup":false,"industry_years":null,"top_skills":["Research"],"prior_commercialization_rate":null,"confidence":null,"paper_sample_size":0,"commercialized_paper_count":0,"last_backfilled_at":null,"archived_at":null},{"author_id":"38dcfe93-abb9-4eb1-b709-2f458ac49b96","name":"Sungho Park","institution":"Incheon National University","h_index":null,"paper_count":1,"patents_count":0,"founder_score":0,"prior_startup":false,"industry_years":null,"top_skills":["Research"],"prior_commercialization_rate":null,"confidence":null,"paper_sample_size":0,"commercialized_paper_count":0,"last_backfilled_at":null,"archived_at":null},{"author_id":"6abb393c-a7ff-4f94-b984-3b6e311623e3","name":"Jibum Kim","institution":"Incheon National University","h_index":null,"paper_count":1,"patents_count":0,"founder_score":0,"prior_startup":false,"industry_years":null,"top_skills":["Research"],"prior_commercialization_rate":null,"confidence":null,"paper_sample_size":0,"commercialized_paper_count":0,"last_backfilled_at":null,"archived_at":null}]}