{"id":"W2084718384","doi":"10.1162/105474604774048252","title":"Interactive Simulation of Complex Audiovisual Scenes","year":2004,"lang":"en","type":"article","venue":"PRESENCE Virtual and Augmented Reality","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Rendering (computer graphics); Computer science; Computer graphics (images); Modal; Graphics; Depth sounding; Collision detection; Collision; Computer graphics; Particle system; Computer vision","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":[0.0001626369,0.00009159048,0.0001627375,0.00005749054,0.0001470869,0.00002203006,0.0002519545,0.00005081211,0.00000510925],"category_scores_gemma":[0.0001193954,0.00007431365,0.00003124559,0.0001824395,0.0002676385,0.0002960612,0.0003328529,0.00009576526,0.00000231959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001896403,"about_ca_system_score_gemma":0.00002099936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001965668,"about_ca_topic_score_gemma":0.00003065835,"domain_scores_codex":[0.9992249,0.00005215712,0.0001873739,0.0002493462,0.0001493573,0.0001368786],"domain_scores_gemma":[0.9994173,0.0001518656,0.00009542877,0.0002237838,0.00007608668,0.00003550965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003020242,0.001253263,0.008748468,0.0001447542,0.0004065152,0.00002985253,0.02349435,0.04384781,0.02406303,0.6499363,0.0006601278,0.2471136],"study_design_scores_gemma":[0.004766149,0.001821044,0.2967932,0.0003795425,0.00006281483,0.00003361815,0.003633813,0.4147111,0.02994505,0.2417629,0.005046247,0.001044592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5208495,0.00006272643,0.4769392,0.001173489,0.0001154903,0.0001184718,0.000008717114,0.0001091844,0.0006232079],"genre_scores_gemma":[0.9989431,0.00003132533,0.0008868603,0.00007250597,0.00001514789,0.000005693344,0.000002644434,0.00000178866,0.00004093625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4780936,"threshold_uncertainty_score":0.3030423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04705343582753443,"score_gpt":0.3230810036451143,"score_spread":0.2760275678175799,"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."}}