{"id":"W4393630363","doi":"10.5281/zenodo.4778562","title":"MGD: Music Genre Dataset","year":2020,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Music and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005066982,0.0002997004,0.000290547,0.0002598067,0.002229725,0.002884398,0.005715906,0.0001554178,0.009824922],"category_scores_gemma":[0.0004765881,0.0003119962,0.00006874265,0.0009050927,0.0001380469,0.0005886835,0.006612662,0.0007055171,0.05263883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048926,"about_ca_system_score_gemma":0.00001640869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001977721,"about_ca_topic_score_gemma":4.11054e-7,"domain_scores_codex":[0.9971833,0.0003149142,0.0003539803,0.0009848974,0.0006633612,0.0004995348],"domain_scores_gemma":[0.9976537,0.00002469632,0.0002603643,0.001448633,0.0002881341,0.000324427],"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":[0.000006904877,0.00005290818,1.127988e-8,0.0001738267,0.00002922395,0.00008046722,0.0001461165,0.000004322655,0.00006596862,0.0002621886,0.9491315,0.0500465],"study_design_scores_gemma":[0.0002315828,0.0001074053,0.000004625638,0.00005701142,0.00002000985,0.0001246607,0.00002130152,0.0002519093,0.00003154486,0.00008586374,0.998724,0.0003400194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000002376881,0.00009772133,0.01934733,0.001305941,0.0002710415,0.0002747788,0.973964,0.0007110839,0.004025721],"genre_scores_gemma":[0.0000487712,0.000111351,0.0009237145,0.002784722,0.0004462898,3.243381e-8,0.9948835,0.0006716826,0.0001299534],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04970649,"threshold_uncertainty_score":0.9999332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06104784315927508,"score_gpt":0.2571755437207767,"score_spread":0.1961277005615016,"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."}}