{"id":"W2141237315","doi":"10.1386/padm.8.1.31_1","title":"Orpheus in New Media: Images of the voice in digital opera","year":2012,"lang":"en","type":"article","venue":"International Journal of Performance Arts and Digital Media","topic":"Sound Studies and Aurality","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Opera; Digital media; Art; Visual arts; Multimedia; Computer science; Computer graphics (images); World Wide Web","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":[0.0001739865,0.00008133223,0.0001575732,0.00009456588,0.00001506326,0.00006245844,0.0002294195,0.00003164441,0.00007384015],"category_scores_gemma":[0.0002605839,0.00005024078,0.00005371992,0.00008429959,0.0001041336,0.001143923,0.00009014896,0.0001583087,0.00001328368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003079443,"about_ca_system_score_gemma":0.00003666332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003036758,"about_ca_topic_score_gemma":0.00003341849,"domain_scores_codex":[0.999086,0.000007675336,0.0003942311,0.00006459112,0.0002865853,0.0001609099],"domain_scores_gemma":[0.9994034,0.0001848916,0.000172118,0.00006782652,0.00009973563,0.00007209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001026256,0.0001523218,0.9334334,0.000003072369,0.00003692858,0.00001138743,0.00634626,0.000005495127,0.0000135801,0.000728222,0.001054968,0.05811173],"study_design_scores_gemma":[0.0009306664,0.00004214445,0.9887508,0.00008799367,0.000003841149,0.0001125795,0.001613669,0.000005472101,0.00006194272,0.0004922412,0.007833132,0.00006554741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988326,0.0009804374,0.000008192883,0.0008991049,0.002182261,0.00003648042,0.00002853608,0.000001760998,0.007537203],"genre_scores_gemma":[0.9990411,0.000119001,0.00001558798,0.0001036457,0.0005626302,8.0137e-7,0.000002289011,0.000004767128,0.0001502212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05804619,"threshold_uncertainty_score":0.204876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970114055547202,"score_gpt":0.2994021798854991,"score_spread":0.269701039330027,"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."}}