{"id":"W1907796726","doi":"10.21083/csieci.v9i2.2204","title":"Living With the I-Word: Improvisation and its Alternates","year":2014,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Improvisation; Performing arts; Period (music); Literature; Poetics; Scholarship; Jazz; Counterpoint; Musical; Poetry; Singing; History; Linguistics; Art; Aesthetics; Visual arts; Sociology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001848762,0.0003798477,0.0004661603,0.0002195421,0.0008882101,0.000364066,0.0002419919,0.0001410867,0.0002297495],"category_scores_gemma":[0.003150264,0.0002577915,0.00008514421,0.0001397372,0.001230302,0.000998927,0.0001941573,0.0004331498,0.00001944498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002260738,"about_ca_system_score_gemma":0.0000598776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003441839,"about_ca_topic_score_gemma":0.003992851,"domain_scores_codex":[0.9971656,0.0005660266,0.0005957329,0.0006286069,0.0003903189,0.0006536862],"domain_scores_gemma":[0.9956225,0.003215485,0.00015566,0.0002681808,0.0006052807,0.00013285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005195043,0.0001677274,0.0005294536,0.0004562087,0.0001292148,0.00000318259,0.04335799,0.000020662,0.001101083,0.9171757,0.0004050434,0.03660177],"study_design_scores_gemma":[0.00828079,0.01036362,0.07793369,0.003049861,0.003842725,0.0001102511,0.3457276,0.1595857,0.007821378,0.1941222,0.1811219,0.00804033],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510914,0.0009354855,0.002556521,0.03357603,0.001019441,0.001193785,0.00002006814,0.000368925,0.009238342],"genre_scores_gemma":[0.993607,0.000190919,0.000242592,0.003970875,0.001159914,0.0003717925,0.00001783098,0.00003821157,0.0004008368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7230536,"threshold_uncertainty_score":0.9999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0525451369709132,"score_gpt":0.3204561347229191,"score_spread":0.2679109977520059,"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."}}