{"id":"W7161937584","doi":"10.82308/49065","title":"Parental involvement in their children's instrumental music learning","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Musical; Attendance; Instrumental music; Music education; Musical instrument; Sample (material)","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":[0.001606095,0.0002516461,0.0003822351,0.0006163113,0.001312031,0.00124349,0.00050055,0.000453421,0.002554946],"category_scores_gemma":[0.006558223,0.0003277577,0.0004075349,0.0004928957,0.0007033776,0.0007531325,0.001288407,0.0009009908,0.0001770447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008197457,"about_ca_system_score_gemma":0.0008051344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01507553,"about_ca_topic_score_gemma":0.02431648,"domain_scores_codex":[0.998385,0.0006094215,0.0001283814,0.00015966,0.0004153023,0.0003022663],"domain_scores_gemma":[0.9953161,0.001445261,0.001498841,0.0002534582,0.0004950233,0.0009913122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001297534,0.000180496,0.8518026,0.00008994682,0.00004703503,0.003199758,0.1162221,0.00004629447,0.000909405,0.0004296057,0.0005546023,0.02638832],"study_design_scores_gemma":[0.00001186474,0.0002421729,0.7956216,0.0002552821,0.00006791527,0.005085661,0.1936847,0.0001229628,0.0004881042,0.000232986,0.004146558,0.00004015731],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983582,0.0003876341,0.00006612495,0.0001344936,0.000008261533,0.000004518665,0.00002844001,0.0000024558,0.001009855],"genre_scores_gemma":[0.9990394,0.0003393067,0.0001249249,0.00003529828,0.000002927624,0.000007018264,0.00003281728,0.000001614398,0.0004166069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01507553,"threshold_uncertainty_score":0.02997559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03120402642351815,"score_gpt":0.2232945632651147,"score_spread":0.1920905368415965,"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."}}