{"id":"W7164717857","doi":"","title":"An Industry Focused Investigation into Immersive Production of Melodic Rap - Part Two","year":2024,"lang":"en","type":"article","venue":"Huddersfield Research Portal (University of Huddersfield)","topic":"Music and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Interdisciplinary Research in Music Media and Technology","funders":"","keywords":"Melody; Loudness; Workflow; Production (economics); Element (criminal law); Key (lock); Naturalness; Musical","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":[],"consensus_categories":[],"category_scores_codex":[0.005046898,0.0007837315,0.0004962017,0.001018532,0.002709897,0.003304778,0.001676195,0.001799316,0.004620029],"category_scores_gemma":[0.01130192,0.0008940788,0.0005268139,0.0005076499,0.002332242,0.001837193,0.004087212,0.001832407,0.000764261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008670436,"about_ca_system_score_gemma":0.0009948196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088499,"about_ca_topic_score_gemma":0.00343389,"domain_scores_codex":[0.9956024,0.00246548,0.0002048188,0.0005203403,0.0007721231,0.0004348002],"domain_scores_gemma":[0.9877532,0.008479999,0.000884484,0.0007981572,0.001287473,0.0007966177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003848107,0.002645352,0.01187668,0.001119197,0.00003363445,0.002916364,0.8464158,0.0003321829,0.08252989,0.002441596,0.0008923767,0.04841227],"study_design_scores_gemma":[0.0001656708,0.007556777,0.0795416,0.0004996709,0.00009342602,0.004592846,0.8092679,0.002315268,0.04907452,0.001384626,0.0453363,0.0001714236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.986587,0.0001131078,0.004006051,0.0001940206,0.00001801095,0.0002781874,0.00003426581,0.00003143484,0.008737983],"genre_scores_gemma":[0.9812874,0.0002715285,0.008724787,0.0002834314,0.0000198452,0.0004092522,0.00007828265,0.00003227894,0.00889303],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005046898,"threshold_uncertainty_score":0.0266909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07823824599650049,"score_gpt":0.3306125390620163,"score_spread":0.2523742930655158,"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."}}