{"id":"W4233560708","doi":"10.1145/3029374","title":"Special Issue on Musical Metacreation, Part II","year":2016,"lang":"en","type":"article","venue":"Computers in entertainment","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Musical; Diversity (politics); Field (mathematics); Work (physics); Sociology; Computer science; Visual arts; Art; Engineering; Mathematics; Anthropology; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001954297,0.0001541695,0.0002007658,0.0001389587,0.0001542317,0.00002780603,0.000681486,0.0000666972,0.00009848517],"category_scores_gemma":[0.00002876366,0.0001037207,0.00006235571,0.0001564101,0.00009995767,0.0001260496,0.0005602533,0.00009313192,0.0001219744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001408449,"about_ca_system_score_gemma":0.00001624705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000345557,"about_ca_topic_score_gemma":0.00001450962,"domain_scores_codex":[0.9987273,0.00006487064,0.0002452253,0.0004416415,0.0002285534,0.0002924349],"domain_scores_gemma":[0.9992265,0.0001376246,0.00005348751,0.0005132978,0.0000187576,0.00005040242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003054511,0.0004514333,0.002988532,0.000005356969,0.00006506343,0.0000759179,0.003286444,0.00002096622,0.00003198538,0.2720992,0.2542203,0.4667243],"study_design_scores_gemma":[0.00101433,0.0003653915,0.005766998,0.0001103142,0.00000406517,0.000006597093,0.00003880095,0.0005573849,0.0002393034,0.009250405,0.9824241,0.0002223587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2720144,0.00008521029,0.6004727,0.05532935,0.01775606,0.0007696276,0.000006719451,0.0006933969,0.05287254],"genre_scores_gemma":[0.9584288,0.0001197971,0.02481356,0.005826055,0.00736689,0.0001143462,0.000002578533,0.00001748645,0.003310511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7282037,"threshold_uncertainty_score":0.4229609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293516889608154,"score_gpt":0.2361109137657684,"score_spread":0.2231757448696868,"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."}}