{"id":"W4387791197","doi":"10.5040/9798216011538.0008","title":"Musical Expertise","year":2021,"lang":"en","type":"other","venue":"","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Musical; Computer science; Art; Visual arts","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":[],"consensus_categories":[],"category_scores_codex":[0.001211875,0.0002244487,0.0004253235,0.002427116,0.001782017,0.005739769,0.0005288654,0.001066581,0.07238128],"category_scores_gemma":[0.01268098,0.0001669136,0.0001614428,0.001749904,0.002720218,0.005884683,0.002417024,0.0009143153,0.01281428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002440339,"about_ca_system_score_gemma":0.001374956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01458325,"about_ca_topic_score_gemma":0.0148453,"domain_scores_codex":[0.9989493,0.0002429143,0.00004866307,0.0002120325,0.0003690644,0.0001779811],"domain_scores_gemma":[0.9951451,0.001376282,0.0003671274,0.0003481864,0.001432575,0.001330592],"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":[0.0001179615,0.00006772917,0.01886316,0.0004114814,0.00004197711,0.0002772115,0.005254813,0.00022467,0.000483139,0.1859323,0.275549,0.5127765],"study_design_scores_gemma":[0.00002815658,0.00003938822,0.03614756,0.001237922,0.00003303546,0.0008270033,0.01120771,0.0005188623,0.000227889,0.2146395,0.7350581,0.00003490814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02291372,0.02050051,0.003255415,0.06702232,0.0009060067,0.00002990683,0.001176806,0.0001404058,0.884055],"genre_scores_gemma":[0.7906159,0.03023828,0.002957506,0.01021687,0.002870472,0.00006643356,0.001916154,0.0002099304,0.1609085],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07238128,"threshold_uncertainty_score":0.2421395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08026325740705631,"score_gpt":0.254253545326484,"score_spread":0.1739902879194277,"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."}}