{"id":"W4417045869","doi":"10.1162/comj.a.18","title":"News","year":2024,"lang":"en","type":"article","venue":"Computer Music Journal","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Studio; Innovator; Performing arts; Laptop; Digital audio; Composition (language); Active listening; Chamber music","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009881426,0.00009204341,0.0001124041,0.00006836533,0.000328987,0.002189312,0.0001496364,0.0000167997,0.0101368],"category_scores_gemma":[0.000004572399,0.00005994389,0.0001122987,0.00002760327,0.00012139,0.0001989787,0.0001154857,0.0002355528,0.001174023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003453395,"about_ca_system_score_gemma":0.00002014154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009874492,"about_ca_topic_score_gemma":0.0000232391,"domain_scores_codex":[0.9993913,0.00002401311,0.0001429915,0.0001191029,0.0001387164,0.0001839321],"domain_scores_gemma":[0.9997492,0.00005353041,0.00002296142,0.00005845169,0.00005171338,0.00006415303],"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":[0.000001650094,0.000018669,0.0000150256,0.00000755408,0.00005978263,0.0002309343,0.007564531,0.000007192242,0.000001714137,0.2900871,0.56123,0.1407759],"study_design_scores_gemma":[0.00008401521,0.00008140728,0.00009625573,0.00004145624,0.00001682969,0.00007383207,0.000379381,0.0005377582,3.142684e-7,0.009441478,0.989159,0.00008824332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1271209,0.005118396,0.01115977,0.01094199,0.05658695,0.0002038111,0.00001468761,0.0007180847,0.7881354],"genre_scores_gemma":[0.9056644,0.0001160747,0.002096007,0.01184739,0.05116723,0.00000645212,0.000002990102,0.00004054087,0.02905885],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7785436,"threshold_uncertainty_score":0.9996037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1562437332346301,"score_gpt":0.2328806095443997,"score_spread":0.07663687630976962,"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."}}