{"id":"W4388355313","doi":"10.1093/oso/9780195141788.003.0013","title":"From the Children","year":2003,"lang":"en","type":"book-chapter","venue":"","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Choir; Chorus; Singing; Piano; Chord (peer-to-peer); Visual arts; Vocal music; Art; Aesthetics; Psychology; History; Communication; Literature; Music education; Music; Art history; Acoustics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005320477,0.0004767892,0.0003758151,0.0005102988,0.004598301,0.004979601,0.0007043233,0.00162375,0.1243783],"category_scores_gemma":[0.00188391,0.0002498087,0.000233205,0.0005448626,0.00214517,0.004423166,0.004772005,0.004079879,0.03349606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003207026,"about_ca_system_score_gemma":0.00360517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01136324,"about_ca_topic_score_gemma":0.02542828,"domain_scores_codex":[0.9993394,0.0001737853,0.00002980716,0.0001162746,0.0002009304,0.000139818],"domain_scores_gemma":[0.9995821,0.00007188207,0.00002193425,0.00004866781,0.0001277471,0.0001476626],"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":[0.00002076066,0.00003725471,0.0003613153,0.000207938,0.000003191298,0.0005993327,0.01606883,0.00003398309,0.000361068,0.1446822,0.7284749,0.1091492],"study_design_scores_gemma":[0.000001044077,0.000003228975,0.00008457374,0.00009697287,6.25201e-7,0.0001268769,0.001487333,0.000002343374,0.00002897781,0.001740103,0.9964264,0.00000156472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002553095,0.01256456,0.0009128176,0.02418137,0.003986343,0.00005989433,0.0002349959,0.00009872975,0.9554081],"genre_scores_gemma":[0.0302523,0.007920477,0.0006768188,0.01212354,0.0005778614,0.00006415705,0.0001594783,0.0001050134,0.9481203],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1243783,"threshold_uncertainty_score":0.4160867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05251428681262787,"score_gpt":0.2052055354592275,"score_spread":0.1526912486465997,"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."}}