{"id":"W2577862227","doi":"","title":"Negotiated Content: Generative Soundscape Composition by Autonomous Musical Agents in Coming Together: Freesound.","year":2011,"lang":"en","type":"article","venue":"ICCC","topic":"Music and Audio Processing","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Soundscape; Metadata; Generative grammar; Composition (language); Computer science; Musical; Musical composition; Artificial intelligence; World Wide Web; Linguistics; Sound (geography); Art; Acoustics; Visual arts","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":[0.001556021,0.0007437422,0.0004532186,0.0004981131,0.0009723373,0.001442268,0.001435045,0.001371698,0.007320446],"category_scores_gemma":[0.003967675,0.0003488498,0.0004122063,0.0003193381,0.001217415,0.002500122,0.003215512,0.000520151,0.001401113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004626907,"about_ca_system_score_gemma":0.0006089691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001707567,"about_ca_topic_score_gemma":0.003583388,"domain_scores_codex":[0.9992068,0.0002831297,0.00004303941,0.0002021585,0.0001943734,0.00007049794],"domain_scores_gemma":[0.9986003,0.0007337122,0.00008468376,0.0002753014,0.0001245825,0.0001813723],"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":[0.003007785,0.00161659,0.0137815,0.000818049,0.0002590267,0.002356354,0.02273313,0.03085142,0.2698202,0.02695877,0.0130233,0.6147739],"study_design_scores_gemma":[0.000638771,0.002291639,0.01906477,0.0001672138,0.0003284708,0.003384577,0.007692818,0.4835031,0.2116828,0.05247925,0.218346,0.0004206433],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4977098,0.0003127314,0.4596146,0.0004174143,0.0001251249,0.0007136127,0.0002739065,0.01177617,0.02905673],"genre_scores_gemma":[0.7151859,0.00008634829,0.2658695,0.0002257066,0.00002967376,0.0003509141,0.0007510688,0.0006406007,0.01686036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007320446,"threshold_uncertainty_score":0.02448928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0834586180874157,"score_gpt":0.2582543384531572,"score_spread":0.1747957203657415,"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."}}