{"id":"W4315485080","doi":"10.31926/but.pa.2022.15.64.1.9","title":"The Genesis of GENDY3. The Creative Process that Led to Xenakis' Opus Summum","year":2022,"lang":"en","type":"article","venue":"Bulletin of the Transilvania University of Braşov Series VIII Performing Arts","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Opus; Art history; Process (computing); Computability; Art; Visual arts; Algorithm; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00165638,0.0007788976,0.0002946218,0.000821791,0.001955697,0.004556514,0.0008665663,0.000956972,0.01858796],"category_scores_gemma":[0.003972755,0.0003765562,0.0004723533,0.0007183891,0.004281311,0.002005932,0.00399782,0.001855387,0.007790382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002371053,"about_ca_system_score_gemma":0.001379171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003538365,"about_ca_topic_score_gemma":0.006129682,"domain_scores_codex":[0.9989281,0.0003051666,0.00003380662,0.0002121647,0.0003928062,0.0001278716],"domain_scores_gemma":[0.9993138,0.0002014014,0.0000294333,0.0001696642,0.000143805,0.0001418814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000679982,0.00003128239,0.00129876,0.0002739971,0.00002078305,0.0006095529,0.007802567,0.001731411,0.008625863,0.5881919,0.1356971,0.2550367],"study_design_scores_gemma":[0.00004239707,0.00009445512,0.001073845,0.0001264679,0.000007946014,0.0005758383,0.0009207053,0.001379609,0.004960793,0.03991992,0.9508708,0.0000273669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08075733,0.01303541,0.1765454,0.01619594,0.008678109,0.0004687015,0.001081169,0.005386339,0.6978517],"genre_scores_gemma":[0.3781148,0.004441014,0.1983762,0.003832593,0.0009849707,0.0003540949,0.00130032,0.00563982,0.4069563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01858796,"threshold_uncertainty_score":0.0621829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057889626762373,"score_gpt":0.1899572179911025,"score_spread":0.1793783217234788,"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."}}