{"id":"W6986615624","doi":"","title":"The Professional Female Singer and Career Longevity: Reflections, Choices, and Challenges","year":2013,"lang":"en","type":"article","venue":"DigiNole (Florida State University)","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Singing; Life expectancy; Census; Longevity; Career development; Women in 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":[],"consensus_categories":[],"category_scores_codex":[0.00009277359,0.0001138939,0.0001413087,0.0001175904,0.0004734728,0.00003727076,0.00006036129,0.00005651659,0.00002894172],"category_scores_gemma":[0.00001349756,0.00008512953,0.00002150217,0.0001503363,0.0001389962,0.0002834836,0.0000661337,0.0002055683,0.00002156539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005011731,"about_ca_system_score_gemma":0.00009882178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002223118,"about_ca_topic_score_gemma":0.0003491919,"domain_scores_codex":[0.999227,0.00003328269,0.00009543199,0.0002166467,0.0001459441,0.0002817266],"domain_scores_gemma":[0.9993765,0.00008132996,0.0000530629,0.0001681755,0.0001107642,0.0002101933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001061025,0.0002349255,0.2260346,0.002083645,0.0002760113,0.0001735993,0.008366987,0.00000715075,0.0006609747,0.008556355,0.01039812,0.7421467],"study_design_scores_gemma":[0.0006890669,0.000115294,0.1497229,0.00008898188,0.0000251195,0.00001741507,0.001379653,0.00008829229,0.00008669817,0.00005595156,0.8476216,0.0001090267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688927,0.003988343,0.00001284942,0.006635091,0.000706483,0.0004343837,0.000008958767,0.00005678418,0.01926439],"genre_scores_gemma":[0.9233319,0.04270268,0.0001399914,0.000953796,0.0004924561,0.000007192708,0.00001746077,0.00002165944,0.03233287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8372235,"threshold_uncertainty_score":0.3641618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04938260557935112,"score_gpt":0.2590242961300321,"score_spread":0.209641690550681,"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."}}