{"id":"W4233560708","doi":"10.1145/3029374","title":"Special Issue on Musical Metacreation, Part II","year":2016,"lang":"en","type":"article","venue":"Computers in entertainment","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Musical; Diversity (politics); Field (mathematics); Work (physics); Sociology; Computer science; Visual arts; Art; Engineering; Mathematics; Anthropology; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.003196066,0.001677851,0.00204903,0.004351099,0.003084236,0.01006852,0.002153535,0.004543939,0.04949566],"category_scores_gemma":[0.01168997,0.000722353,0.001477557,0.002344233,0.002406948,0.004680698,0.00367472,0.008456368,0.01863989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002409015,"about_ca_system_score_gemma":0.003001893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470969,"about_ca_topic_score_gemma":0.002821841,"domain_scores_codex":[0.9974163,0.0002938791,0.0002848116,0.0004234073,0.001294326,0.0002872568],"domain_scores_gemma":[0.9892046,0.003625048,0.0008294181,0.0007832664,0.003534808,0.002022837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002274238,0.00002605255,0.00009718953,0.0001647864,0.000008339952,0.00005339654,0.00005242517,0.00003812394,0.0001988529,0.001879997,0.9813105,0.01614752],"study_design_scores_gemma":[0.000009489968,0.00003926126,0.0006891071,0.0002915116,0.00001267049,0.0001679428,0.00008653592,0.00008553158,0.0001036808,0.002051107,0.9964501,0.00001304234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002693103,0.01255474,0.0009353347,0.02424756,0.9411815,0.0000506171,0.0001361673,0.000124532,0.02050027],"genre_scores_gemma":[0.001873729,0.01073216,0.0003833139,0.009086284,0.9230118,0.00009654904,0.0001901195,0.0002157566,0.05441025],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04949566,"threshold_uncertainty_score":0.1655795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293516889608154,"score_gpt":0.2361109137657684,"score_spread":0.2231757448696868,"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."}}