{"id":"W3139148554","doi":"10.21083/csieci.v14i1.6424","title":"COVID-19 and the Creative Music Ecology","year":2021,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Jazz; Coronavirus disease 2019 (COVID-19); Pandemic; Field (mathematics); Visual arts; Music festival; 2019-20 coronavirus outbreak; Ecology; Art; History; Biology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007210928,0.0005789679,0.0005028325,0.003520856,0.01926058,0.03319567,0.002240475,0.005291647,0.02048181],"category_scores_gemma":[0.01276702,0.0003430769,0.0003429433,0.001855139,0.05071073,0.01362715,0.01618876,0.007272091,0.002243064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01295822,"about_ca_system_score_gemma":0.007833255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01617823,"about_ca_topic_score_gemma":0.02957794,"domain_scores_codex":[0.9918585,0.003975109,0.0002779686,0.0008253093,0.001764979,0.001298111],"domain_scores_gemma":[0.9897143,0.005187836,0.0005933003,0.000846908,0.001603316,0.002054336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003450543,0.00002503348,0.0005948626,0.00006119586,0.000003904819,0.0001882551,0.04525913,0.00007514582,0.0001462356,0.9103665,0.02004013,0.02320501],"study_design_scores_gemma":[0.00001962196,0.00003178781,0.0008814593,0.0004480594,0.00000323264,0.0003130958,0.09613031,0.000222352,0.0002882755,0.201157,0.7004737,0.00003108596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03175391,0.009825096,0.002948226,0.07323223,0.00132082,0.00003641507,0.00003044462,0.00008219585,0.8807706],"genre_scores_gemma":[0.8292306,0.005039058,0.002097962,0.01172169,0.000976933,0.00009386094,0.00007068831,0.0003276542,0.1504415],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03319567,"threshold_uncertainty_score":0.09401894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06644523373715214,"score_gpt":0.3765469323810938,"score_spread":0.3101016986439417,"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."}}