{"id":"W2736876896","doi":"10.21083/csieci.v11i1-2.3598","title":"Maracatu Rural: Improvisation as a Social and Cultural Practice","year":2017,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Arts and Performance Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Improvisation; Situational ethics; Context (archaeology); Sociology; Aesthetics; Rhyme; Interdependence; Psychology; Social psychology; Art; History; Visual arts; Social science; Literature; Poetry","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":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.001426767,0.0004957197,0.0005803895,0.0001911057,0.003545996,0.001432652,0.0003399592,0.0001962577,0.000121083],"category_scores_gemma":[0.008588977,0.0004357557,0.000122656,0.00004820487,0.00294206,0.005426619,0.0004306144,0.0005095943,0.00003641475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004886424,"about_ca_system_score_gemma":0.0001173942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257722,"about_ca_topic_score_gemma":0.002278083,"domain_scores_codex":[0.9968957,0.0002519941,0.0008451553,0.0006206547,0.0005402371,0.0008462142],"domain_scores_gemma":[0.9970327,0.0008600992,0.0003811099,0.0003860257,0.001192171,0.0001479143],"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":[0.0002199152,0.0001995504,0.0008945141,0.0006181491,0.0001371229,0.00001525134,0.1677654,7.912762e-7,0.0004942594,0.7444513,0.001919169,0.08328453],"study_design_scores_gemma":[0.004055284,0.002604261,0.03250233,0.0006371368,0.0006665362,0.0000891994,0.6802612,0.00180094,0.001176203,0.0643733,0.2091355,0.002698092],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8343284,0.001511376,0.0001262163,0.08718161,0.003523768,0.001950324,0.0001164221,0.0005307805,0.07073112],"genre_scores_gemma":[0.9920496,0.001709778,0.0005051569,0.002276343,0.002361856,0.0003755432,0.00004647134,0.00005144556,0.0006238162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.680078,"threshold_uncertainty_score":0.9998094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362000646881624,"score_gpt":0.4497508725265712,"score_spread":0.3135508078384088,"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."}}