{"id":"W3158958997","doi":"10.4000/transposition.5652","title":"Floris Schuiling, The Instant Composers Pool and Improvisation Beyond Jazz","year":2021,"lang":"en","type":"article","venue":"Transposition","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Jazz; Improvisation; Art; Humanities; Instant; Art history; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008894529,0.00007282587,0.0000945161,0.00002764571,0.0004551785,0.00008242334,0.00004013765,0.0000373668,0.001218774],"category_scores_gemma":[0.000003693226,0.00005138032,0.00005886823,0.00003755624,0.0001661453,0.000132289,0.000006017121,0.0001061933,0.00001771501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001243638,"about_ca_system_score_gemma":0.00001916015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001314632,"about_ca_topic_score_gemma":0.002421467,"domain_scores_codex":[0.9994857,0.00005525623,0.0001241141,0.000138998,0.00008476016,0.0001111422],"domain_scores_gemma":[0.9997399,0.0000398803,0.00002864824,0.00009374566,0.00006569486,0.00003216799],"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":[0.0001234252,0.0001911048,0.0001681799,0.00008554334,0.0002411363,0.00003753701,0.05029641,0.00006542905,0.05992557,0.8675176,0.001024243,0.02032383],"study_design_scores_gemma":[0.006568826,0.001173234,0.05085453,0.0002508106,0.004347713,0.0001077886,0.03714328,0.01606975,0.09785736,0.09090655,0.6926689,0.002051281],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774167,0.0002210217,0.0004648653,0.007848257,0.0002323857,0.0001006736,0.00003596811,0.00003896976,0.01364115],"genre_scores_gemma":[0.9964641,0.0000419898,0.00004574585,0.002497956,0.000234108,0.00001023879,0.0001173128,0.000005456455,0.0005830333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.776611,"threshold_uncertainty_score":0.9996942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496037570778577,"score_gpt":0.1969980420127334,"score_spread":0.1820376663049476,"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."}}