{"schema_version":"papers/paper-detail-v1","title":"Multi-layer attentive probing improves transfer of audio representations for bioacoustics","surface":"papers","opportunity_kernel":{"paper_id":"8fb466bc-cda6-4e16-a253-a3b49f5ea969","title":"Multi-layer attentive probing improves transfer of audio representations for bioacoustics","authors":["Marius Miron","David Robinson","Masato Hagiwara","Titouan Parcollet","Jules Cauzinille","Gagan Narula","Milad Alizadeh","Ellen Gilsenan-McMahon","Sara Keen","Emmanuel Chemla","Benjamin Hoffman","Maddie Cusimano","Diane Kim","Felix Effenberger","Jane K. Lawton","Aza Raskin","Olivier Pietquin","Matthieu Geist"],"arxiv_id":"2605.10494v1","doi":null,"published_at":"2026-05-11T12:52:29.000Z","score_object":{"overall":{"value":4,"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":"2026-05-12T20:16:06.822Z","fresh_until":"2026-06-11T20:16:06.822Z","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":"2026-05-12T20:16:06.822Z","fresh_until":"2026-05-26T20:16:06.822Z","is_stale":true,"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":"2026-05-12T20:16:06.822Z","fresh_until":"2026-06-11T20:16:06.822Z","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":"2026-05-12T20:16:06.822Z","fresh_until":"2026-05-26T20:16:06.822Z","is_stale":true,"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":"2026-05-12T20:16:06.822Z","fresh_until":"2026-05-26T20:16:06.822Z","is_stale":true,"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":"2026-05-12T20:16:06.822Z","fresh_until":"2026-06-11T20:16:06.822Z","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":"2026-05-12T20:16:06.822Z"},"lineage_hash":"f91d49d7308fab6cf727f06adc1da823fb2271c57f27eb6c5634a4e0ab656080"},"distribution":null,"replication_evidence":[],"author_dna":[]}