{"id":"W4323656590","doi":"10.1162/comj_e_00630","title":"News","year":2022,"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":"Computer science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001420471,0.00007969848,0.0001204753,0.00005651831,0.001602699,0.0004974889,0.0002588296,0.000006454638,0.03994692],"category_scores_gemma":[0.000004067216,0.00006207255,0.00009625698,0.0000271333,0.00009328069,0.00009726684,0.0004838121,0.0003157543,0.0001532081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006621077,"about_ca_system_score_gemma":0.0000183564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000016934,"about_ca_topic_score_gemma":0.00001658538,"domain_scores_codex":[0.9992543,0.00007082715,0.0001470878,0.0001041435,0.0002300651,0.0001935285],"domain_scores_gemma":[0.9997103,0.00003441094,0.00007659638,0.00007281427,0.00004820439,0.00005764988],"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":[0.000008819968,0.00009873186,0.0001434129,0.000001579758,0.00005074441,0.0001457929,0.0136023,0.0001886104,0.000001787911,0.1605973,0.7688743,0.05628658],"study_design_scores_gemma":[0.0002549883,0.0002022396,0.0002519053,0.000001938025,0.000009629046,0.00008800423,0.002139338,0.0001527099,1.05726e-7,0.004676876,0.9921314,0.00009082697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4272503,0.0007215953,0.002049012,0.008424674,0.03242546,0.0002602144,0.00003035702,0.0002544234,0.5285839],"genre_scores_gemma":[0.9460088,0.00001255514,0.001067535,0.02391512,0.01361096,0.00001899345,0.00000422098,0.00002292217,0.01533888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5187585,"threshold_uncertainty_score":0.9996971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544958668005296,"score_gpt":0.21337871598565,"score_spread":0.05888284918512041,"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."}}