{"id":"W2530968216","doi":"10.25071/1708-6701.2418","title":"Bad Music: The Music We Love to Hate (Book Review)","year":2006,"lang":"en","type":"article","venue":"CAML Review / Revue de l ACBM","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Documentation; Music education; Music; Music history; History; Literature; Visual arts; Art; Sociology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006228733,0.0003382689,0.0008009835,0.00003573973,0.0003225024,0.000196244,0.0005878058,0.00004674674,0.02302532],"category_scores_gemma":[0.0003410219,0.0002048868,0.0003744001,0.0001526863,0.0002624492,0.0001454936,0.0003135633,0.0002568547,0.008573936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117937,"about_ca_system_score_gemma":0.0000253562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001311847,"about_ca_topic_score_gemma":0.0003746532,"domain_scores_codex":[0.9980447,0.0001842151,0.0005776524,0.0004262987,0.0002449453,0.0005221684],"domain_scores_gemma":[0.9986646,0.0001852805,0.0002278625,0.0006001258,0.0002115522,0.0001106456],"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":[0.000002427666,0.0000433939,0.00001050753,0.003585932,0.00002710838,0.00003541508,0.0007765156,8.90376e-7,0.000005594409,0.06573293,0.9190254,0.01075389],"study_design_scores_gemma":[0.0000965311,0.0000613349,0.0001182027,0.01025452,0.0002646486,0.00001339719,0.00007464162,0.00000151865,0.00000297612,0.0006145469,0.9882043,0.0002933661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001207833,0.6599523,0.000008046846,0.0505993,0.0005400312,0.001390875,0.0000382432,0.00007128638,0.2872792],"genre_scores_gemma":[0.0005396895,0.5158714,0.00009431981,0.3006805,0.002615036,0.0003105658,0.0000235387,0.00004595582,0.179819],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2500812,"threshold_uncertainty_score":0.992198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08589604093539797,"score_gpt":0.2454926483518499,"score_spread":0.1595966074164519,"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."}}