{"id":"W3186432472","doi":"10.21083/csieci.v13i1.5795","title":"Jam Sessions","year":2020,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Improvisation; Active listening; Openness to experience; Humanism; Jazz; Variety (cybernetics); Musical; Sociology; Key (lock); Psychology; Epistemology; Aesthetics; Pedagogy; Visual arts; Art; Computer science; Communication; Social psychology; Political science; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005538372,0.0003233665,0.0005234212,0.0001700942,0.0005442121,0.0001878844,0.0002473269,0.0001659438,0.001523313],"category_scores_gemma":[0.005678772,0.0002864277,0.0001670819,0.0001858325,0.001158617,0.000859523,0.0001973347,0.0004652792,0.0001156927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002462456,"about_ca_system_score_gemma":0.0001066088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001783983,"about_ca_topic_score_gemma":0.0007336627,"domain_scores_codex":[0.9973461,0.0003344621,0.0007684919,0.0006155465,0.0003477001,0.0005877219],"domain_scores_gemma":[0.9977782,0.001163992,0.00009735155,0.0002084364,0.0005061683,0.0002458364],"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":[0.00006615123,0.0002238405,0.0002113444,0.0004042298,0.00009200443,0.00001931489,0.06180649,0.00001356247,0.001399874,0.9164944,0.004613739,0.0146551],"study_design_scores_gemma":[0.004873586,0.003907201,0.004689827,0.0007284289,0.001342462,0.00001586547,0.2766502,0.02590038,0.005855548,0.1646211,0.5074625,0.003952906],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5209935,0.002747272,0.009298833,0.3535864,0.005866819,0.003122526,0.0002430616,0.002224198,0.1019174],"genre_scores_gemma":[0.981891,0.0001530245,0.0006460744,0.01495778,0.001736952,0.00024297,0.00005325862,0.00003196612,0.0002869326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7518733,"threshold_uncertainty_score":0.9999588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2396418072952756,"score_gpt":0.4006730158834373,"score_spread":0.1610312085881617,"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."}}