{"id":"W4244416914","doi":"10.1525/jpms.2020.32.3.161","title":"Contributors’ Notes","year":2020,"lang":"en","type":"article","venue":"Journal of Popular Music Studies","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Citation; Poetry; Download; History; Art history; Art; Library science; Media studies; Literature; World Wide Web; Computer science; Sociology","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":[0.0005557152,0.0001029763,0.0004132905,0.00003183239,0.0009524405,0.00002135952,0.0001845393,0.00004331607,0.0000694116],"category_scores_gemma":[0.004172165,0.00007493726,0.0001945606,0.0002153826,0.0003093459,0.0001740293,0.00004896796,0.0001770709,0.00002141466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008939491,"about_ca_system_score_gemma":0.00007029736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009527328,"about_ca_topic_score_gemma":0.0002033217,"domain_scores_codex":[0.998791,0.0001596413,0.0003371084,0.00009399627,0.0004253689,0.0001929203],"domain_scores_gemma":[0.9989313,0.00004060024,0.0003186382,0.00004890658,0.0005308135,0.0001297216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007078341,0.00005580837,0.004167662,0.00004127865,0.0008048065,0.0001717572,0.7493761,0.000009633117,0.0003989627,0.0178173,0.2224582,0.004627621],"study_design_scores_gemma":[0.0003616945,0.000157909,0.0003915185,0.0000448568,0.0001226072,0.000004135835,0.1913209,3.958298e-7,0.00002098136,0.001397645,0.8060629,0.0001143683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2431709,0.3030287,0.0006856106,0.4195583,0.0106891,0.0005791357,0.00001941754,0.0001762315,0.02209261],"genre_scores_gemma":[0.9943495,0.0008614801,0.0002561864,0.001836551,0.002435233,0.000001773509,1.912144e-7,0.000006360632,0.0002527351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7511786,"threshold_uncertainty_score":0.7325499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1552780311362007,"score_gpt":0.3648058149344145,"score_spread":0.2095277837982138,"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."}}