{"id":"W7125678251","doi":"10.7202/1122752ar","title":"Introduction","year":2025,"lang":"en","type":"article","venue":"MUSICultures","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cape Breton University; The Scarborough Hospital; University of Toronto","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001496259,0.0006912292,0.0003142255,0.001346414,0.002078856,0.00522094,0.001597977,0.002134191,0.5523115],"category_scores_gemma":[0.00431004,0.0002184769,0.0005404846,0.001020809,0.0009211927,0.002427183,0.003131994,0.002072162,0.3722263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001467073,"about_ca_system_score_gemma":0.003011125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003014333,"about_ca_topic_score_gemma":0.004460418,"domain_scores_codex":[0.9987104,0.000160191,0.00003941161,0.0002827212,0.0006185059,0.0001887657],"domain_scores_gemma":[0.9975592,0.0002857473,0.00009119896,0.0002763009,0.001148735,0.0006388461],"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":[0.00008545074,0.00007701734,0.0008207211,0.0002443827,0.00000411699,0.0001243894,0.0004863733,0.00008776309,0.0008885543,0.05356949,0.7225533,0.2210584],"study_design_scores_gemma":[0.000003856872,0.00001191115,0.0003830056,0.00007821376,0.000001434118,0.00005307254,0.0001714224,0.00002191549,0.0001434215,0.002287471,0.9968401,0.000004161568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001663472,0.00124818,0.005308927,0.01225214,0.007945107,0.0001878332,0.002583149,0.001032621,0.9677786],"genre_scores_gemma":[0.00967209,0.001089751,0.003066427,0.006177205,0.00203307,0.0001862608,0.002171898,0.0003741296,0.9752293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4476885,"threshold_uncertainty_score":0.6385732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00785187171687871,"score_gpt":0.2445515401590933,"score_spread":0.2366996684422146,"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."}}