{"id":"W2117699556","doi":"","title":"TOWARDS A NEW CONCEPTUAL FRAMEWORK FOR DIGITAL MUSICAL INSTRUMENTS","year":2006,"lang":"en","type":"article","venue":"","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Categorization; Computer science; Adaptation (eye); Context (archaeology); Human–computer interaction; Musical; Visualization; Conceptual framework; Information visualization; Data science; Artificial intelligence; Psychology","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":[0.00003663101,0.0000975444,0.000129224,0.00003458279,0.0001214729,0.0001182247,0.0004697437,0.0001203416,0.00003357886],"category_scores_gemma":[0.00007857644,0.00007821849,0.00006293139,0.0001434437,0.0001388741,0.0002573598,0.0002445279,0.00009632482,0.00003553917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001680152,"about_ca_system_score_gemma":0.00005373429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000387279,"about_ca_topic_score_gemma":0.00001314951,"domain_scores_codex":[0.9992492,0.000004098328,0.0001342751,0.0002570543,0.0001189472,0.0002364728],"domain_scores_gemma":[0.9995725,0.00007089505,0.00002876042,0.0002619597,0.00002585042,0.00004008715],"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":[0.00000239901,0.00002718679,0.0004512693,9.507987e-7,0.000009621678,0.000001127506,0.0002037918,4.82717e-7,0.000002090404,0.9007482,0.02061131,0.07794156],"study_design_scores_gemma":[0.0003741282,0.0001025066,0.002177062,0.000005974492,0.000002769623,0.000004860628,0.00007618908,0.000518177,0.0001338773,0.8796879,0.1167745,0.0001420852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05633793,0.00003174904,0.9227707,0.002973125,0.0003766789,0.0001225794,0.00000330744,0.0003592382,0.0170247],"genre_scores_gemma":[0.8203,7.664915e-7,0.1760766,0.0005969379,0.0001640063,0.00001396636,0.000001849138,0.000003340266,0.002842529],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7639621,"threshold_uncertainty_score":0.3189658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02189588955258357,"score_gpt":0.2552976026407288,"score_spread":0.2334017130881453,"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."}}