{"id":"W2417466070","doi":"","title":"jMIR and ACE XML: Tools for Performing and Sharing Research in Automatic Music Classification","year":2009,"lang":"en","type":"article","venue":"","topic":"Music and Audio Processing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"XML; Computer science; World Wide Web; XML framework; Information retrieval; Suite; XML database; Presentation (obstetrics); Efficient XML Interchange; Medicine; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.02862913,0.004388293,0.003818492,0.01749732,0.002662762,0.01173563,0.009639113,0.004396083,0.04993934],"category_scores_gemma":[0.07930685,0.002411129,0.003327402,0.01213716,0.001815301,0.01434742,0.01167383,0.004501862,0.04331138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00205549,"about_ca_system_score_gemma":0.004322764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003309703,"about_ca_topic_score_gemma":0.003726115,"domain_scores_codex":[0.9814081,0.00727112,0.003437734,0.001567944,0.00557352,0.0007416545],"domain_scores_gemma":[0.940214,0.0376333,0.002981334,0.01114667,0.005463395,0.002561192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000896307,0.0004544048,0.001020553,0.004057233,0.0004470952,0.00114066,0.002315252,0.002115019,0.01474001,0.06057823,0.3863383,0.525897],"study_design_scores_gemma":[0.0004958555,0.0003284896,0.00283342,0.001189127,0.0002886898,0.002643401,0.001071182,0.02314422,0.02443552,0.1159985,0.8267917,0.0007799153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.00120899,0.001656263,0.7761047,0.0011348,0.0007481951,0.001483717,0.01295433,0.1873384,0.0173707],"genre_scores_gemma":[0.008806096,0.001583773,0.9296951,0.001102558,0.0006525703,0.003689378,0.02438129,0.01958201,0.01050714],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.9903609,"threshold_uncertainty_score":0.1670637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2586109676283647,"score_gpt":0.401025699642409,"score_spread":0.1424147320140444,"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."}}