{"id":"W4393572461","doi":"10.5281/zenodo.4778563","title":"MGD: Music Genre Dataset","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Music and Audio Processing","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003626054,0.0003332974,0.0003177248,0.00008474455,0.0001564932,0.0005606292,0.003233059,0.0002357536,0.1363268],"category_scores_gemma":[0.0004198039,0.0003147778,0.00008352171,0.0003941906,0.000006206805,0.0004383771,0.001955669,0.0005358972,0.05585978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002860879,"about_ca_system_score_gemma":0.0002975679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009586071,"about_ca_topic_score_gemma":0.00001110121,"domain_scores_codex":[0.9981321,0.00003941004,0.0002494138,0.0008064864,0.0004165275,0.0003560979],"domain_scores_gemma":[0.998106,0.00007041807,0.0002581812,0.001307309,0.00005511348,0.000202978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[5.818349e-7,0.00001163421,1.060046e-8,0.0005362857,0.00001185568,0.0002071769,0.00001541991,0.000001189436,6.394301e-7,0.000001310123,0.9947118,0.004502091],"study_design_scores_gemma":[0.00008574002,0.0000183303,0.000002698628,0.0009969504,0.000009350977,0.00002028152,0.000001386116,0.0001934942,0.00001620437,0.00001852434,0.9982557,0.0003813283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[6.462846e-9,0.0003013417,0.00006406947,0.0003232722,0.0002283795,0.0001404618,0.9986793,0.0001296695,0.0001334465],"genre_scores_gemma":[2.583776e-7,0.00000583606,0.0005865974,0.01170003,0.0006972578,0.00007110077,0.9868773,0.00001479703,0.00004686516],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08046699,"threshold_uncertainty_score":0.9999304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0883906048132536,"score_gpt":0.2766658209812526,"score_spread":0.188275216167999,"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."}}