{"id":"W2995029572","doi":"","title":"The Effect of an Integrated Early Childhood Music Education using Nature Sound on Young Children's Musical Capability and Environment Literacy.","year":2011,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Musical; Sound (geography); Literacy; Psychology; Early childhood education; Early childhood; Developmental psychology; Communication; Visual arts; Pedagogy; Art; Acoustics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008345603,0.0002955435,0.0002247089,0.0002192824,0.0004761978,0.0003274824,0.0008008938,0.0001900557,0.00004327477],"category_scores_gemma":[0.0003412905,0.0002179351,0.00009140326,0.0003860611,0.0002013862,0.001000832,0.0001242982,0.000728872,0.00002445438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001700409,"about_ca_system_score_gemma":0.001430152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492221,"about_ca_topic_score_gemma":0.00003506102,"domain_scores_codex":[0.9973623,0.0005957626,0.0003757445,0.0007049164,0.0005580773,0.0004031814],"domain_scores_gemma":[0.9979453,0.000307176,0.0002317825,0.001041651,0.0001639588,0.0003101452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008886497,0.004023579,0.1823264,0.0000233367,0.0001130533,6.17293e-7,0.1306164,0.00001270885,0.0002674887,0.01022902,0.0002259818,0.6720725],"study_design_scores_gemma":[0.0002520164,0.001040137,0.9911955,0.00005775133,0.00002313509,0.00003529018,0.0002804324,0.00004520918,0.0009121757,0.005876884,0.00007153456,0.000209957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964821,0.0005383602,0.0004461467,0.0002630362,0.001003584,0.0008875231,0.00001121251,0.00004267555,0.000325304],"genre_scores_gemma":[0.9954174,0.00002992072,0.003739928,0.0001355471,0.0004470339,0.0000874789,0.00006750193,0.00002353799,0.00005168672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8088691,"threshold_uncertainty_score":0.8887134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101899005782352,"score_gpt":0.2748378660562962,"score_spread":0.2638188759984727,"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."}}