{"id":"W2538243368","doi":"10.31542/j.ecj.6","title":"Composing a Better World","year":2011,"lang":"en","type":"article","venue":"Earth Common Journal","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Visual arts; Musical; Composition (language); Musical composition; Transition (genetics); Path (computing); John Cage; Computer science; Art; Performance art; Art history; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003969091,0.001214273,0.0006545903,0.00144454,0.01149529,0.01998108,0.001158764,0.00231859,0.03826042],"category_scores_gemma":[0.005502864,0.0004344348,0.0009862417,0.0009470793,0.01161643,0.02221128,0.01171638,0.005681768,0.009272257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002028199,"about_ca_system_score_gemma":0.002113537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001814086,"about_ca_topic_score_gemma":0.003658814,"domain_scores_codex":[0.995927,0.001608903,0.00013017,0.0006946941,0.001072857,0.000566291],"domain_scores_gemma":[0.9977078,0.0004192718,0.0001754502,0.0007262296,0.000352376,0.0006187453],"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":[0.00008074981,0.0002708129,0.002210005,0.0003449867,0.0001072229,0.0008587698,0.1849994,0.0008616328,0.005915139,0.5495663,0.1137356,0.1410493],"study_design_scores_gemma":[0.00001092954,0.0000622873,0.0006355147,0.0001702448,0.00002929127,0.0004315542,0.04525646,0.0003483825,0.0009694537,0.03693471,0.9151139,0.00003737575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05989666,0.00543701,0.04838129,0.03691376,0.007054423,0.0001572372,0.0001069366,0.0009642449,0.8410885],"genre_scores_gemma":[0.5167916,0.006134413,0.05151633,0.01357899,0.00162565,0.0001544521,0.0003347071,0.002445945,0.4074179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03826042,"threshold_uncertainty_score":0.1279939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360029783407018,"score_gpt":0.2334144670917595,"score_spread":0.1974114887510577,"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."}}