{"id":"W4200137555","doi":"10.1525/jpms.2021.33.4.229","title":"Contributors’ Notes","year":2021,"lang":"en","type":"article","venue":"Journal of Popular Music Studies","topic":"Latin American and Latino Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Citation; Queer; Download; Library science; Folklife; Transgender; State (computer science); History; Media studies; World Wide Web; Sociology; Computer science; Gender studies","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":[0.0006774751,0.00009256855,0.000425913,0.00005243461,0.0004831649,0.00004634758,0.0001480021,0.00003404645,0.00008881633],"category_scores_gemma":[0.005673964,0.00007084667,0.0001779648,0.0003273649,0.0002937446,0.0001653116,0.00009335264,0.000134592,0.000007027214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009669139,"about_ca_system_score_gemma":0.0002033405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006746258,"about_ca_topic_score_gemma":0.0004481939,"domain_scores_codex":[0.9986296,0.0002290441,0.0003667386,0.00009596368,0.0004478928,0.0002307372],"domain_scores_gemma":[0.9981433,0.0002750792,0.0003594182,0.00009903657,0.00104436,0.0000788557],"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":[0.00005223259,0.0004443694,0.1134096,0.00009262472,0.00435684,0.002065811,0.3530231,0.00002552735,0.001432259,0.2505835,0.1638521,0.110662],"study_design_scores_gemma":[0.001116932,0.0001873726,0.02019295,0.0002075133,0.0002630012,0.00006744426,0.1882966,0.000002581061,0.0005212589,0.01289202,0.7758883,0.0003640377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5274751,0.268097,0.00267786,0.1184221,0.01291004,0.0003686829,0.00001546407,0.0001506105,0.06988307],"genre_scores_gemma":[0.9892233,0.005015979,0.002496208,0.0009979125,0.001104275,0.000001410849,2.833868e-7,0.000006561387,0.001154055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6120363,"threshold_uncertainty_score":0.6792675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08501519256776482,"score_gpt":0.3751081529100105,"score_spread":0.2900929603422457,"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."}}