{"id":"W1973052616","doi":"10.1145/2466627.2481234","title":"Generating electronica","year":2013,"lang":"en","type":"article","venue":"","topic":"Music and Audio Processing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dance; Electronic dance music; Variety (cybernetics); Generative grammar; Musical; Computer science; Generative model; Artificial intelligence; Visual arts; Art","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":[0.00004208371,0.00003330741,0.00003297049,0.00001236151,0.00007011933,0.0001996057,0.0002408673,0.00001133573,0.0002368534],"category_scores_gemma":[0.000005730744,0.00002484198,0.0000114852,0.00008406441,0.00000557163,0.0003784313,0.00006458567,0.00003584531,0.0003260021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006568427,"about_ca_system_score_gemma":0.00003007212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001893458,"about_ca_topic_score_gemma":0.000001176047,"domain_scores_codex":[0.9996233,0.000006298524,0.00005717786,0.0001113759,0.00006063537,0.0001412024],"domain_scores_gemma":[0.9997897,0.000009135555,0.00001560681,0.0001347769,0.00002239565,0.00002839245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[5.642651e-8,0.00001270479,0.0001159039,0.000004325094,0.000003746938,9.049386e-7,0.0001710545,0.00008061671,0.06252845,0.1532754,0.05423752,0.7295694],"study_design_scores_gemma":[0.000133323,0.00003260969,0.0004646557,0.000007272743,9.334622e-7,0.00001385647,0.00001128273,0.9122182,0.04428888,0.01686315,0.02574478,0.0002210889],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01832635,0.00006633159,0.9177584,0.002779908,0.0000450679,0.00002841985,4.932937e-9,0.0001266777,0.06086881],"genre_scores_gemma":[0.7268595,0.000001320471,0.2651517,0.004861069,0.00006281005,0.000006627167,9.148239e-8,0.000001931827,0.003055044],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9121376,"threshold_uncertainty_score":0.4190207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009249392824610838,"score_gpt":0.2124433442642435,"score_spread":0.2031939514396327,"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."}}