{"id":"W326828550","doi":"","title":"Chorus and Community","year":2009,"lang":"en","type":"article","venue":"Folk music journal","topic":"Folklore, Mythology, and Literature Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Choir; Folklore; Singing; Chorus; Media studies; Sociology; Variety (cybernetics); Ethnography; Appeal; Grassroots; History; Anthropology; Gender studies; Visual arts; Politics; Art; Literature; Law; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004382792,0.0001135664,0.0001617694,0.00007575888,0.00167982,0.0003746699,0.0001661556,0.0000364863,0.0007497808],"category_scores_gemma":[0.00005061254,0.00008277554,0.00006023669,0.00001838879,0.0002224732,0.0002060459,0.00003597703,0.0008326598,0.00001973268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001168127,"about_ca_system_score_gemma":0.00001008023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002057793,"about_ca_topic_score_gemma":0.0001132502,"domain_scores_codex":[0.9993125,0.0001373431,0.0001659416,0.00007668506,0.00009903806,0.0002085152],"domain_scores_gemma":[0.9995949,0.00004166167,0.00006807156,0.0001368688,0.00008633431,0.00007218593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008313818,0.0002600279,0.0003930643,0.00001380973,0.0001569326,0.0001185485,0.4463609,5.121892e-7,0.0001589508,0.1531117,0.3336332,0.06570921],"study_design_scores_gemma":[0.0004070044,0.0003294954,0.006049462,0.00002762245,0.00002899515,0.000252488,0.01974494,0.000001543843,0.000004947635,0.01846317,0.9545617,0.000128689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4757047,0.003615496,0.000008708409,0.004324256,0.002902515,0.00006194046,0.00001244918,0.00005779072,0.5133122],"genre_scores_gemma":[0.9918403,0.000192218,0.0001056929,0.002373199,0.002548536,7.819585e-7,0.000002839055,0.000006525034,0.002929888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6209285,"threshold_uncertainty_score":0.9996198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0387880520832119,"score_gpt":0.2483278675579977,"score_spread":0.2095398154747858,"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."}}