{"id":"W4407903353","doi":"10.1080/10588167.2025.2464518","title":"Correction","year":2025,"lang":"en","type":"article","venue":"Music Reference Services Quarterly","topic":"Library Collection Development and Digital Resources","field":"Computer Science","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":[],"consensus_categories":[],"category_scores_codex":[0.00007611186,0.0001279957,0.0001173581,0.000239758,0.0001754956,0.0007187668,0.0007865347,0.00006159813,0.00007138677],"category_scores_gemma":[0.000002984415,0.0001123241,0.00003588057,0.001075885,0.00001597019,0.001668323,0.00007923895,0.00009904669,0.0002148517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002738385,"about_ca_system_score_gemma":0.00009903213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006962463,"about_ca_topic_score_gemma":0.0001077605,"domain_scores_codex":[0.9990123,0.00003433126,0.0002042995,0.0003571621,0.0001844092,0.0002074968],"domain_scores_gemma":[0.9993734,0.00006646959,0.00005930082,0.0003818089,0.00006323289,0.0000557366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001864397,0.00007455599,0.002625972,0.00006466825,0.00003335517,0.000005548015,0.003749581,0.000008187927,0.0002017058,0.05030447,0.02984377,0.9130695],"study_design_scores_gemma":[0.0007404837,0.0004390794,0.09165279,0.0002292013,0.000009472555,0.00001061679,0.001316067,0.03009936,0.001721066,0.0530687,0.8201102,0.0006029406],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1338806,0.00008939326,0.06090894,0.0008930337,0.00365916,0.0001862652,8.919781e-7,0.0007685801,0.7996132],"genre_scores_gemma":[0.9605061,0.000003973728,0.001200638,0.001778428,0.00003921047,0.00002229099,0.000007175898,0.000003879987,0.03643829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9124666,"threshold_uncertainty_score":0.6931084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154978920920451,"score_gpt":0.2134034564966697,"score_spread":0.2018536672874652,"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."}}