{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001006482,0.0008978359,0.0004007346,0.0009051369,0.0005456655,0.002051707,0.001784013,0.0008698708,0.06577675],"category_scores_gemma":[0.002990205,0.0004432694,0.0006409752,0.0003861289,0.0004702498,0.002266916,0.002540622,0.001026231,0.01158844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004005164,"about_ca_system_score_gemma":0.0003222745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004519127,"about_ca_topic_score_gemma":0.0005495041,"domain_scores_codex":[0.9994511,0.0001062072,0.0000244374,0.00012008,0.0002381915,0.00006003025],"domain_scores_gemma":[0.9994717,0.0001705719,0.00003289765,0.0001509793,0.0001212541,0.00005259542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001233878,0.0001838315,0.001672234,0.001039752,0.00006966631,0.0006450628,0.002968888,0.007795196,0.08571099,0.1170112,0.1200937,0.6615757],"study_design_scores_gemma":[0.0001581822,0.0003150714,0.001661189,0.0001538696,0.00003890985,0.000805351,0.0003143672,0.03471217,0.03379953,0.01426189,0.9137145,0.0000649923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02250019,0.0007495898,0.791293,0.001007328,0.0004296032,0.000496213,0.001809604,0.06070593,0.1210085],"genre_scores_gemma":[0.247227,0.00118711,0.556195,0.000928415,0.0002115259,0.001221366,0.005310955,0.01246258,0.1752559],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9342232,"threshold_uncertainty_score":0,"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."}}