{"id":"W2398309884","doi":"","title":"Audioscapes: Exploring Surface Interfaces for Music Exploration","year":2009,"lang":"en","type":"article","venue":"The Journal of the Abraham Lincoln Association","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Human–computer interaction; Visualization; Variety (cybernetics); Context (archaeology); Multimedia; Architecture; Artificial intelligence","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":[0.002297987,0.00009856888,0.0001852885,0.00005009861,0.0005080461,0.0000789152,0.00104595,0.00007486278,0.000001610461],"category_scores_gemma":[0.0006703956,0.00005558666,0.0001238105,0.0003040472,0.00002261318,0.0009574253,0.0001077593,0.0002572843,0.000004472218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002359488,"about_ca_system_score_gemma":0.00004423647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002773097,"about_ca_topic_score_gemma":0.00002472152,"domain_scores_codex":[0.9988369,0.0001974099,0.0003701689,0.00008749181,0.0003269636,0.0001811061],"domain_scores_gemma":[0.9979525,0.0005243291,0.0009420054,0.0002798228,0.0002820991,0.00001919517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006025056,0.001012013,0.01050067,0.00007648947,0.001742977,0.000006121185,0.2266665,0.04567296,0.05161152,0.1013206,0.2304666,0.330321],"study_design_scores_gemma":[0.005233953,0.002932581,0.1345647,0.0006164287,0.000647784,0.00008751915,0.01096125,0.03004582,0.07938247,0.6725226,0.06187454,0.001130313],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8400294,0.0003885446,0.1152731,0.04175487,0.001994413,0.0002699776,0.000001165269,0.00006418444,0.0002243984],"genre_scores_gemma":[0.9955313,0.0001631364,0.003029677,0.0005964586,0.0002493512,0.000004262482,1.326791e-7,0.000004101869,0.000421637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.571202,"threshold_uncertainty_score":0.3907531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05111664977489921,"score_gpt":0.2578071017940091,"score_spread":0.2066904520191098,"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."}}