{"id":"W4409016811","doi":"10.30535/mto.30.4.23","title":"Commentary","year":2024,"lang":"en","type":"article","venue":"Music Theory Online","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008219907,0.0008264116,0.0009259203,0.001617668,0.006712146,0.006278845,0.00478648,0.02726927,0.07488556],"category_scores_gemma":[0.06507094,0.0006059784,0.001788549,0.001301932,0.004263632,0.00552788,0.004759975,0.03070422,0.03268881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009183075,"about_ca_system_score_gemma":0.01564937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.018292,"about_ca_topic_score_gemma":0.02745492,"domain_scores_codex":[0.9919508,0.001645946,0.0005073178,0.001394643,0.003118954,0.001382413],"domain_scores_gemma":[0.9655529,0.01368059,0.001145297,0.00154081,0.01425127,0.003829118],"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":[0.000007868876,0.000002151303,0.00001974266,0.00005413734,0.000002326863,0.0000766371,0.0001276764,0.000005690335,0.00001965491,0.001594919,0.9964052,0.001684006],"study_design_scores_gemma":[0.000007075602,0.000003258937,0.00008951751,0.0002765036,0.000004317287,0.0000860188,0.0002913216,0.000008224069,0.00005335149,0.001058246,0.9981146,0.000007647508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001630885,0.002618909,0.0001671119,0.8317564,0.1464296,0.00003614126,0.0004012882,0.00007123607,0.01835639],"genre_scores_gemma":[0.0023313,0.001505358,0.0001335131,0.9239494,0.03436523,0.00007832337,0.0001316376,0.0000856732,0.03741951],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9251145,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045483551545915,"score_gpt":0.2523485534611237,"score_spread":0.1478001983065322,"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."}}