{"id":"W2528568763","doi":"10.21083/csieci.v12i1.3726","title":"Improvisation in Process","year":2018,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Improvisation; Parallels; Musical; Process (computing); Focus (optics); Epistemology; Aesthetics; Sociology; Psychology; Cognitive science; Philosophy; Art; Literature; Computer science; Visual arts","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01424546,0.0007401991,0.0005406579,0.002132787,0.009938112,0.01756925,0.001980094,0.005439128,0.006900723],"category_scores_gemma":[0.02151723,0.0003216524,0.0006864242,0.001402708,0.09786702,0.01630939,0.009803377,0.007109527,0.0009597391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01006399,"about_ca_system_score_gemma":0.005542014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00409391,"about_ca_topic_score_gemma":0.002094284,"domain_scores_codex":[0.9774098,0.01581543,0.0005921602,0.002068786,0.002878302,0.00123556],"domain_scores_gemma":[0.9850708,0.01012718,0.0008944804,0.001981281,0.001425753,0.0005005469],"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":[0.000005816605,0.000006058703,0.00005535197,0.00001899566,0.000001586242,0.00006138555,0.0214839,0.00006295073,0.00007717586,0.9763792,0.0003878266,0.001459814],"study_design_scores_gemma":[0.00001855937,0.00001949581,0.000152557,0.0001626551,0.000004736859,0.0001296855,0.01843499,0.0004619249,0.0005589356,0.8898422,0.09020198,0.00001220269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05697941,0.004385758,0.0753754,0.03438951,0.0006138659,0.0001955818,0.00004674721,0.0001580786,0.8278556],"genre_scores_gemma":[0.9610724,0.0007761782,0.005641397,0.001488359,0.0001843042,0.0001568902,0.00002131458,0.0001344446,0.03052468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01756925,"threshold_uncertainty_score":0.07533813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.078862349017545,"score_gpt":0.4735453626214715,"score_spread":0.3946830136039265,"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."}}