{"id":"W2885613397","doi":"10.1017/s1355771818000031","title":"Orchestra Machines, Old and New","year":2018,"lang":"en","type":"article","venue":"Organised Sound","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Laptop; Computer science; Cybernetics; Network topology; Telecommunications; Visual arts; Cognitive science; Artificial intelligence; Art; Psychology; Operating system","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":[0.0000982079,0.0001068238,0.000116808,0.00004976253,0.0002910723,0.000100513,0.000407765,0.00008648809,0.00008341541],"category_scores_gemma":[0.00005266226,0.00009154117,0.00001690093,0.0002342995,0.0002218169,0.0001564775,0.0002656441,0.0001110737,0.0001457551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001350286,"about_ca_system_score_gemma":0.00004363692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004885793,"about_ca_topic_score_gemma":0.00007582815,"domain_scores_codex":[0.9993135,0.00001621765,0.00009697153,0.0002796508,0.00009373468,0.000199874],"domain_scores_gemma":[0.9994386,0.00004355936,0.00003108912,0.0003825089,0.00003064659,0.00007352587],"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":[0.000009533155,0.0000487465,0.01976966,0.00001304881,0.00007521512,0.00002834319,0.01085249,9.43749e-8,0.002377445,0.8944739,0.03493057,0.03742101],"study_design_scores_gemma":[0.001113632,0.0003536082,0.0582341,0.00001375748,0.00002291778,0.0001384195,0.0001572348,0.0004364203,0.001964729,0.8352472,0.1017788,0.000539101],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7468757,0.0004158743,0.231512,0.00520892,0.0006235018,0.0001273484,0.00000143871,0.0007033493,0.01453184],"genre_scores_gemma":[0.9756844,0.00001638723,0.01983993,0.0009795266,0.0002104294,0.000001618701,4.487437e-7,0.000007398251,0.003259855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2288087,"threshold_uncertainty_score":0.373294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144402832412105,"score_gpt":0.2418330320879782,"score_spread":0.2203890037638572,"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."}}