{"id":"W2396713126","doi":"","title":"Cross-Modal Parametric Composition","year":2004,"lang":"en","type":"article","venue":"","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Composition (language); Representation (politics); Parametric statistics; Modal; Set (abstract data type); Space (punctuation); Iterative and incremental development; Process (computing); Artificial intelligence; Theoretical computer science; Mathematics; Programming language; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.00006736349,0.00005193033,0.00006553851,0.00008600891,0.0001703764,0.00006551657,0.000328214,0.00005198242,0.0000124582],"category_scores_gemma":[0.00001258946,0.00004243403,0.00002705196,0.0003877001,0.00007612625,0.0001874506,0.0001321654,0.00007220431,0.0001320465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002535215,"about_ca_system_score_gemma":0.00001408105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002799763,"about_ca_topic_score_gemma":0.000005137631,"domain_scores_codex":[0.9995413,0.000005770733,0.00007851889,0.0001603254,0.00008473086,0.0001293316],"domain_scores_gemma":[0.9996771,0.00002332663,0.00001772633,0.0002339092,0.00002815787,0.0000197974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001058122,0.0000429055,0.001747489,0.000001554151,0.000007782256,0.000008647605,0.0001623812,0.0001639,0.0000942677,0.9919037,0.000173739,0.00569263],"study_design_scores_gemma":[0.002029182,0.0003047731,0.2129729,0.0000141172,0.00000727546,0.0001267989,0.00004669464,0.003570758,0.01456607,0.75624,0.009579652,0.0005418123],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3881865,0.00005677532,0.5994941,0.001326491,0.0001643504,0.00003487877,1.977127e-7,0.000358811,0.01037786],"genre_scores_gemma":[0.9587296,0.00000481049,0.04052518,0.0004569929,0.00001481381,0.000004809876,3.594617e-7,0.000001248039,0.0002622273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5705431,"threshold_uncertainty_score":0.173041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527721859920643,"score_gpt":0.2691592751563885,"score_spread":0.253882056557182,"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."}}