{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006256322,0.0002959196,0.0005522001,0.001256475,0.0004481845,0.00004324951,0.002377306,0.0009352188,0.1986569],"category_scores_gemma":[0.0001751529,0.0003273297,0.0002646765,0.000972342,0.0007877844,0.0001970067,0.001400567,0.001251425,0.0004543488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":1.884753e-7,"about_ca_system_score_gemma":0.0001799971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003100725,"about_ca_topic_score_gemma":0.01042907,"domain_scores_codex":[0.9972951,0.0001617142,0.0001978413,0.0007697536,0.0008366164,0.0007389726],"domain_scores_gemma":[0.9978958,0.0003730743,0.0001925772,0.001238224,0.0001510233,0.000149337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007643162,0.00005354681,0.00006951091,0.00009130817,0.0002226744,0.0005711121,0.001074153,4.817492e-7,0.000006087404,0.0321475,0.9581971,0.007558879],"study_design_scores_gemma":[0.001020965,0.0003866528,0.00001367755,0.0004780809,0.00005651377,0.00003094564,0.845631,0.0004460558,0.00002904948,0.01176068,0.1392409,0.0009054913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000226284,0.0009920469,0.01187166,0.004164573,0.0007052195,0.0003376414,0.00001803232,0.001424729,0.9804838],"genre_scores_gemma":[0.03693096,0.002902456,0.004971411,0.000124569,0.0002209332,0.00000353207,0.00001058574,0.0002751848,0.9545604],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8445569,"threshold_uncertainty_score":0.9999179,"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."}}