{"id":"W4295957167","doi":"10.1525/jpms.2022.34.3.1","title":"Editors’ Note","year":2022,"lang":"en","type":"article","venue":"Journal of Popular Music Studies","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Citation; Download; Upload; World Wide Web; Diversity (politics); Search engine optimization; Computer science; Media studies; Library science; Sociology; The Internet; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0002170481,0.0000875953,0.0002211386,0.0001271372,0.0001435256,0.00001010619,0.0001238794,0.00001421463,0.00007683496],"category_scores_gemma":[0.00006334029,0.00007296293,0.0001071789,0.0001328765,0.00002033566,0.00007677494,0.0000655816,0.0002398855,0.000005602301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228841,"about_ca_system_score_gemma":0.00001300072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004089878,"about_ca_topic_score_gemma":0.000002620857,"domain_scores_codex":[0.9992967,0.00002422264,0.0002427429,0.00001846063,0.0002630589,0.0001547778],"domain_scores_gemma":[0.999732,0.00002506343,0.00007736417,0.00007298719,0.00005387631,0.00003868667],"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":[0.00001122698,0.00002065935,0.0006625706,0.00003923978,0.0003431785,0.00004416287,0.02817298,0.01032672,0.001819993,0.000130119,0.9562052,0.002223977],"study_design_scores_gemma":[0.0003968483,0.0002269921,0.002046602,0.00002566911,0.00009188182,0.0002180426,0.01583909,0.00009064786,0.0005141558,0.000576918,0.9797943,0.0001788051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539392,0.01632226,0.0001043309,0.0009692483,0.02740309,0.0000510417,0.00001084706,0.00005675581,0.001143236],"genre_scores_gemma":[0.9923432,0.0002430786,0.0001074761,0.0002131481,0.006758146,0.000002668249,4.783863e-7,0.00001961451,0.000312119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03840408,"threshold_uncertainty_score":0.2975342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03324037230747648,"score_gpt":0.2876796117344676,"score_spread":0.2544392394269911,"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."}}