{"id":"W1993173060","doi":"10.1145/1101530.1101555","title":"From physics to sound","year":2005,"lang":"en","type":"article","venue":"ACM Transactions on Applied Perception","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sound (geography); Musical; Acoustics; Noise (video); Sound production; Computer science; Physics; Visual arts; Art; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006633417,0.000680868,0.0007426306,0.001109583,0.001893932,0.005045447,0.001136908,0.002026343,0.03487435],"category_scores_gemma":[0.0037154,0.0004033946,0.0005329578,0.001039618,0.0085908,0.00845943,0.003062818,0.005908466,0.009894872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002321215,"about_ca_system_score_gemma":0.001255783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002998938,"about_ca_topic_score_gemma":0.001790503,"domain_scores_codex":[0.9990759,0.0002948628,0.00003211605,0.0001753483,0.0003285507,0.00009318371],"domain_scores_gemma":[0.9989785,0.0005101428,0.00003862892,0.0001555069,0.0002181362,0.00009907156],"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":[0.00003141148,0.00003497916,0.0002174074,0.0005285558,0.00002064127,0.0001354376,0.001341133,0.0009500758,0.001047891,0.8350728,0.0872828,0.07333679],"study_design_scores_gemma":[0.000005006355,0.00002163475,0.0001850342,0.000255575,0.000003790519,0.0001517949,0.000436877,0.0003251094,0.0002017191,0.5311847,0.4672118,0.00001691778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00475733,0.3347192,0.06063618,0.05928594,0.01918556,0.00005744924,0.0003967035,0.0006905369,0.520271],"genre_scores_gemma":[0.2600405,0.308704,0.02616039,0.02850692,0.02494194,0.0002134689,0.000552278,0.0009790747,0.3499014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03487435,"threshold_uncertainty_score":0.1166663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424399699543033,"score_gpt":0.2615630394585613,"score_spread":0.237319042463131,"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."}}