{"id":"W1980560039","doi":"10.1145/2030441.2030467","title":"EMVIZ","year":2011,"lang":"en","type":"article","venue":"","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Movement (music); Visualization; Human–computer interaction; Context (archaeology); Process (computing); Artificial intelligence; Multimedia; Computer vision; Aesthetics; Art","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":[0.00003707591,0.00002444848,0.00003095431,0.00001949039,0.00004803215,0.000004908227,0.0003038122,0.00002096057,0.00009728271],"category_scores_gemma":[0.000005813758,0.00001776196,0.0000112473,0.0000683531,0.00002728206,0.00007273722,0.0001281935,0.0000282758,0.0001769065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001676464,"about_ca_system_score_gemma":0.000003574866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001336976,"about_ca_topic_score_gemma":0.00001012709,"domain_scores_codex":[0.9997869,0.00000357926,0.00003319018,0.00007966544,0.00002669639,0.00006999543],"domain_scores_gemma":[0.9997699,0.000005618877,0.000006329412,0.0001993816,0.000008865381,0.000009914927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[1.522324e-7,0.000007601729,0.001081893,2.600135e-7,0.000003137805,0.000003013333,0.001006048,3.395083e-9,0.000005028963,0.9824812,0.004230355,0.01118125],"study_design_scores_gemma":[0.0002236743,0.000113439,0.07578446,0.000002779253,0.000002963767,0.00002595594,0.0002196034,0.0007009495,0.0042951,0.795117,0.1232589,0.0002551918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01043869,0.00003356999,0.4725936,0.0003248898,0.0001441311,0.00001423952,2.350058e-8,0.000357683,0.5160932],"genre_scores_gemma":[0.9249763,0.000003195357,0.07167325,0.0004657291,0.000005620387,0.000002649309,1.320684e-8,6.259054e-7,0.00287259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9145376,"threshold_uncertainty_score":0.2273835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04209491259700155,"score_gpt":0.2180691608339083,"score_spread":0.1759742482369067,"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."}}