{"id":"W7160959230","doi":"10.1121/10.0040916","title":"Linkedmusic project: A progress report","year":2025,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Music and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Metadata; SPARQL; RDF; Data access; Scalability; Music information retrieval; Resource (disambiguation); Natural language; Digital library","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008642207,0.00009900114,0.0002487142,0.0000207855,0.0002278179,0.00005328402,0.001585473,0.00004723872,0.000004496123],"category_scores_gemma":[0.0002037006,0.0000463816,0.0003118724,0.0007579915,0.0006222483,0.0001420402,0.0005015336,0.0004051796,8.016002e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003743656,"about_ca_system_score_gemma":0.0004913271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001098081,"about_ca_topic_score_gemma":6.469782e-8,"domain_scores_codex":[0.9986681,0.00009862381,0.0004680292,0.0001049761,0.0004623743,0.0001979468],"domain_scores_gemma":[0.9982862,0.0002525666,0.0006870773,0.0004694068,0.0002696129,0.00003515101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000717634,0.0004300103,0.0005917517,0.0002867678,0.0004733481,0.00002630928,0.005228241,0.001503872,0.006176894,0.0003648926,0.4837769,0.5010693],"study_design_scores_gemma":[0.001543069,0.0006633532,0.005804866,0.00181246,0.0009031551,0.001982728,0.003213875,0.8203236,0.007410611,0.0284555,0.1273018,0.0005849452],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002192617,0.0006493119,0.961207,0.03467532,0.0003973775,0.0001157668,4.221369e-7,0.00001733909,0.0007448203],"genre_scores_gemma":[0.5937105,0.0001737948,0.3935418,0.01135401,0.0003039656,0.000002883242,1.033559e-7,0.000009945547,0.0009029167],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8188197,"threshold_uncertainty_score":0.2946229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599376386946929,"score_gpt":0.288121191106431,"score_spread":0.2721274272369618,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}