{"id":"W2058002801","doi":"10.1017/s1355771802001024","title":"Genres and techniques of soundscape composition as developed at Simon Fraser University","year":2002,"lang":"en","type":"article","venue":"Organised Sound","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Soundscape; Computer science; Perspective (graphical); Sound (geography); Active listening; Representation (politics); Acoustics; Composition (language); Range (aeronautics); Cognitive science; Visual arts; Communication; Artificial intelligence; Art; Psychology; Engineering; Literature","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":[0.00008205519,0.0001100296,0.0001607406,0.00009956597,0.0003713806,0.00002697578,0.0003267573,0.0001216476,0.0001076117],"category_scores_gemma":[0.00001781206,0.0001112276,0.00002643497,0.000274495,0.0002042362,0.0001948016,0.0003787941,0.00009086802,0.00003960264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005380189,"about_ca_system_score_gemma":0.00001217489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001802876,"about_ca_topic_score_gemma":0.0000972104,"domain_scores_codex":[0.9993206,0.00004062013,0.0001153195,0.0002493246,0.0001224106,0.0001517327],"domain_scores_gemma":[0.9994779,0.00007337666,0.00007454224,0.000272425,0.00006387971,0.00003788338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001961139,0.0009744206,0.2495098,0.0002697175,0.0007169564,0.0004333546,0.02377644,0.000005333894,0.09192724,0.5277181,0.05631299,0.04815956],"study_design_scores_gemma":[0.006570518,0.001967147,0.08210946,0.0002194641,0.0003124056,0.000144914,0.007689057,0.002329366,0.4738056,0.1993302,0.2217823,0.003739595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718577,0.0002084981,0.02078898,0.0005270041,0.00005172969,0.0001060085,0.00000316885,0.0002880953,0.006168815],"genre_scores_gemma":[0.98974,0.0001068541,0.009360561,0.0001538706,0.00001149626,8.940813e-7,0.000001571776,0.000005681319,0.0006191268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3818783,"threshold_uncertainty_score":0.4535729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444495618592699,"score_gpt":0.2075058266770982,"score_spread":0.1930608704911713,"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."}}