{"id":"W6994840850","doi":"","title":"Drum Machines","year":2023,"lang":"en","type":"other","venue":"Huddersfield Research Portal (University of Huddersfield)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Performing arts; Melody; Drum; Violin; Timbre; Musical; Jazz; Face (sociological concept); Feature (linguistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000880485,0.0009638559,0.0005017031,0.001275834,0.001819881,0.00358792,0.001127101,0.001473159,0.3015082],"category_scores_gemma":[0.002076423,0.0005917803,0.0004203608,0.0007565204,0.0006338106,0.003285462,0.003515098,0.001445919,0.1957341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007830816,"about_ca_system_score_gemma":0.0005771473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655441,"about_ca_topic_score_gemma":0.003392537,"domain_scores_codex":[0.9988151,0.00009831309,0.00004393359,0.0002399071,0.0006802101,0.0001225887],"domain_scores_gemma":[0.9992722,0.0000907428,0.00002964923,0.000179428,0.0002626273,0.0001652935],"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":[0.0002199552,0.00003658829,0.0003190136,0.0002239899,0.000008223346,0.000229002,0.0005183227,0.0003590839,0.0131673,0.04411663,0.618047,0.3227549],"study_design_scores_gemma":[0.000004808182,0.00001761427,0.0001481949,0.00002352644,0.000001177315,0.0001013574,0.00005114246,0.0002417305,0.001218978,0.0008836043,0.9973012,0.000006609259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004325811,0.003715263,0.06165272,0.003633751,0.005936812,0.0001974688,0.001477333,0.01994725,0.8991135],"genre_scores_gemma":[0.0173404,0.001291968,0.0139326,0.0006997957,0.000435977,0.00006257456,0.001234229,0.001780145,0.9632223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3015082,"threshold_uncertainty_score":0.9963138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05658470959580742,"score_gpt":0.2996944291653871,"score_spread":0.2431097195695797,"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."}}