{"id":"W2884499876","doi":"10.5539/ies.v11n8p119","title":"A Qualitative Study on the Contribution of the Choir to Social-Cultural and Psychological Achievements of Amateur Chorists","year":2018,"lang":"en","type":"article","venue":"International Education Studies","topic":"Music Education and Analysis","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Choir; Singing; Amateur; Enthusiasm; Prestige; Psychology; Happiness; Feeling; Social psychology; Interpersonal communication; Sociocultural evolution; Pedagogy; Sociology; Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006169834,0.0003956397,0.0004785066,0.001158314,0.006253378,0.001819044,0.0007160051,0.000875373,0.002803518],"category_scores_gemma":[0.008078826,0.0002849729,0.0002888688,0.0006294019,0.005000975,0.001371129,0.002067689,0.001353665,0.0002422222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002389147,"about_ca_system_score_gemma":0.002572801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005269764,"about_ca_topic_score_gemma":0.01131692,"domain_scores_codex":[0.9954035,0.003396966,0.0001076986,0.0002156009,0.0003187582,0.0005574808],"domain_scores_gemma":[0.9907749,0.006497619,0.0006043483,0.0002289677,0.0008172703,0.001076843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000574567,0.00008389963,0.004718732,0.0001951131,0.000004376254,0.001009684,0.9850016,0.00002076828,0.002265014,0.001053892,0.0005939559,0.004995497],"study_design_scores_gemma":[0.00000309353,0.00007470426,0.003355469,0.000100867,0.000002862871,0.0002708226,0.9887549,0.00003540915,0.0004715115,0.000149916,0.006770248,0.00001023164],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882064,0.0004246191,0.002000314,0.001653595,0.00009210954,0.0002712248,0.0001773267,0.00001789263,0.007156423],"genre_scores_gemma":[0.9934136,0.0003833939,0.0008468167,0.0005317103,0.00002483626,0.0002354161,0.00004560801,0.00001079404,0.004507865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006253378,"threshold_uncertainty_score":0.03262961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2877072088568795,"score_gpt":0.5984297140504852,"score_spread":0.3107225051936057,"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."}}