{"id":"W7161847194","doi":"10.82308/32737","title":"Perceived benefits of choral singing : social, intellectual, and emotional aspects of group singing","year":2007,"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":"Choir; Singing; Mood; Volunteer","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":[0.001280371,0.0003026564,0.0002903778,0.0007088816,0.001260438,0.0009236623,0.0002598813,0.0003576858,0.002834202],"category_scores_gemma":[0.004406231,0.0001154426,0.0002813085,0.0003581311,0.001024674,0.0004336674,0.001022473,0.0004467178,0.000124087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007225182,"about_ca_system_score_gemma":0.0007821796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02301979,"about_ca_topic_score_gemma":0.09268784,"domain_scores_codex":[0.9992669,0.0002272346,0.00004062197,0.0000415436,0.0002573688,0.0001662923],"domain_scores_gemma":[0.9964486,0.0007440097,0.0008705076,0.0001151906,0.0006256548,0.001196008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006865149,0.0003055513,0.8925365,0.0003506262,0.0001912279,0.0008924078,0.05699182,0.0001793973,0.009573989,0.0002424969,0.0006738622,0.03737558],"study_design_scores_gemma":[0.000009470068,0.0002715428,0.9441561,0.00002467247,0.00002480996,0.0002215068,0.0536616,0.0000666198,0.0002085932,0.00004528485,0.001292075,0.00001766815],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982383,0.00009493867,0.00004629651,0.00004222721,0.000007290291,0.000008928266,0.00002821783,0.000001860765,0.001531991],"genre_scores_gemma":[0.9994645,0.0000685393,0.00007488569,0.00001364917,0.000008358776,0.000004286489,0.00003560703,8.382505e-7,0.0003294103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02301979,"threshold_uncertainty_score":0.0457716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05372797548062859,"score_gpt":0.2769911820608767,"score_spread":0.2232632065802481,"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."}}