{"id":"W2946452691","doi":"10.30535/mto.25.1.1","title":"Improvisatory Exercises as Analytical Tool","year":2019,"lang":"en","type":"article","venue":"Music Theory Online","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Timbre; Orchestration; Musical; Context (archaeology); Immediacy; Set (abstract data type); Aesthetics; Repetition (rhetorical device); Extant taxon; Period (music); Action (physics); Visual arts; Psychology; Computer science; Art; Epistemology; History; Linguistics; Philosophy; Biology","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":["insufficient_payload"],"category_scores_codex":[0.0003479447,0.0001970829,0.0003605314,0.0001258612,0.0001877104,0.00007653338,0.0002447616,0.00009026749,0.1250523],"category_scores_gemma":[0.0000914946,0.0001487657,0.0002321386,0.00006391119,0.0003985701,0.0001571222,0.0001004502,0.0002492186,0.003491068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002588233,"about_ca_system_score_gemma":0.00005923884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006485309,"about_ca_topic_score_gemma":0.0002375213,"domain_scores_codex":[0.9987477,0.0001127564,0.0002894462,0.0003511406,0.0001825487,0.0003164035],"domain_scores_gemma":[0.9990884,0.0002444411,0.0000746566,0.0004144294,0.00008708869,0.00009099673],"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":[0.0001433546,0.0003409841,0.000121462,0.00002626525,0.0001193035,0.00001504738,0.002949845,0.000005218777,0.0002708168,0.9686916,0.005738703,0.0215774],"study_design_scores_gemma":[0.0008260231,0.0003004129,0.001057346,0.00002903009,0.0003935971,0.000006161293,0.003674724,0.0007790421,0.00008748918,0.09531784,0.8970216,0.0005067491],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9108401,0.0000934773,0.00002234173,0.0005641342,0.0009222329,0.0001815901,0.00005472743,0.0001241213,0.08719728],"genre_scores_gemma":[0.9072159,0.000005143768,0.00003427084,0.007637056,0.001248959,0.00001027886,0.00007245869,0.00002215756,0.08375377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8912829,"threshold_uncertainty_score":0.9972848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328298082027102,"score_gpt":0.2372092104573099,"score_spread":0.2139262296370388,"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."}}