{"id":"W4385712837","doi":"10.1525/jpms.2023.35.3.144","title":"Contributors’ Notes","year":2023,"lang":"en","type":"article","venue":"Journal of Popular Music Studies","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Citation; Parade; Indie film; Meditation; Performing arts; Visual arts; Art; History; World Wide Web; Art history; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005147092,0.0001510662,0.0005154036,0.0001728017,0.0004463511,0.0001328488,0.0001812144,0.00002756133,0.0005049775],"category_scores_gemma":[0.00145283,0.00009602117,0.0002286245,0.0001121995,0.0003587923,0.0001654141,0.0001904887,0.0001536654,0.0002845829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006110095,"about_ca_system_score_gemma":0.00001399536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001677035,"about_ca_topic_score_gemma":0.0000980995,"domain_scores_codex":[0.9987535,0.00005345381,0.0004441786,0.0001087155,0.0003631375,0.0002770257],"domain_scores_gemma":[0.9987037,0.0002460425,0.0003215692,0.00008858649,0.0005864951,0.00005358323],"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":[0.00006969648,0.0001459347,0.00422499,0.00006991222,0.002012033,0.0006995929,0.07526623,0.00002662847,0.0001283392,0.2690348,0.6402357,0.00808612],"study_design_scores_gemma":[0.000579139,0.0003071978,0.002704249,0.00007045941,0.0001540006,0.000009122879,0.03657493,0.000002653194,0.00001701417,0.008884296,0.9505383,0.0001586745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597339,0.009312463,0.000007898252,0.009389155,0.009275635,0.0001886498,0.00003632766,0.0001624786,0.0118935],"genre_scores_gemma":[0.9920931,0.0005283377,0.00004468766,0.0009016494,0.002592732,0.000005653308,0.000001567194,0.00001388819,0.003818388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3103026,"threshold_uncertainty_score":0.5529149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3274266823358982,"score_gpt":0.3119478154309754,"score_spread":0.01547886690492273,"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."}}