{"id":"W3004038399","doi":"10.7202/1066621ar","title":"Ruth Crawford’s String Quartet, Mvt. 3: An Analysis of Dynamic Counterpoint, Contour Similarity, and Musical Form","year":2020,"lang":"en","type":"article","venue":"Intersections Canadian Journal of Music","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian University Music Society","funders":"","keywords":"Counterpoint; Similarity (geometry); Movement (music); String (physics); Dynamics (music); Sequence (biology); Musical; Texture (cosmology); Art; Mathematics; Literature; Computer science; Physics; Artificial intelligence; Aesthetics; Image (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000249251,0.0001347418,0.0004165649,0.000890164,0.0002362239,0.00009238579,0.000548858,0.0000934301,0.000061962],"category_scores_gemma":[0.0001202042,0.0001281264,0.0001930516,0.0008774415,0.000208174,0.0004620638,0.00006608077,0.0003740549,9.864409e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275649,"about_ca_system_score_gemma":0.0002850473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005813096,"about_ca_topic_score_gemma":0.3897263,"domain_scores_codex":[0.9988746,0.00005115598,0.000457931,0.0002186116,0.0001500663,0.0002476496],"domain_scores_gemma":[0.9988086,0.00007118307,0.0002522378,0.0002430021,0.0002238696,0.0004010913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003054889,0.0005831172,0.1444816,0.0002595665,0.01822644,0.002461223,0.4775752,0.002757007,0.0027065,0.1637542,0.02319818,0.1636915],"study_design_scores_gemma":[0.003080862,0.004864103,0.3253456,0.0002603045,0.002696811,0.001258558,0.05486463,0.5807357,0.0001242135,0.01251874,0.01294756,0.001302871],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8553138,0.000123992,0.1405203,0.003069111,0.0006167232,0.00006065209,0.00003105491,0.00002545308,0.0002388582],"genre_scores_gemma":[0.9977197,0.000009045078,0.001315864,0.000877033,0.00005655506,0.000001410979,0.000001355212,0.000005906425,0.00001315277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5779787,"threshold_uncertainty_score":0.8787702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129062687657987,"score_gpt":0.2420390861159565,"score_spread":0.2207484592393766,"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."}}