{"id":"W2100357897","doi":"10.1109/fie.2006.322438","title":"LogoRhythms: Introductory Audio Programming for Computer Musicians in a Functional Language Paradigm","year":2006,"lang":"en","type":"article","venue":"","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Programming language; Programmer; Functional programming; Programming paradigm; Java; Multimedia","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":[0.0001870455,0.0001118431,0.0001572022,0.0001329539,0.0001224171,0.00004559593,0.0002343703,0.00007633819,0.00001046478],"category_scores_gemma":[0.00001213085,0.00009671479,0.00005473041,0.0002436368,0.00008420748,0.0001465596,0.0001218546,0.0001103133,0.00001353016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004133315,"about_ca_system_score_gemma":0.0000275853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009245498,"about_ca_topic_score_gemma":0.0007987539,"domain_scores_codex":[0.9990501,0.00001843418,0.0001851235,0.0003525906,0.00009739292,0.0002963291],"domain_scores_gemma":[0.9995574,0.00008618175,0.00004027176,0.0002752567,0.00002514359,0.00001579752],"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":[0.0000117572,0.0001944794,0.003180318,0.00002443984,0.00002868234,0.00003775254,0.001669643,0.0003319828,0.00008162458,0.8324718,0.04455376,0.1174137],"study_design_scores_gemma":[0.004103235,0.0005767638,0.1562374,0.00006116104,0.0000262457,0.0001763606,0.0007311031,0.07045792,0.0005750391,0.112356,0.653297,0.00140172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04593362,0.0002801984,0.9484197,0.00302735,0.0006255053,0.0002698312,0.000001222848,0.0003875713,0.001055029],"genre_scores_gemma":[0.7848221,0.00000221592,0.2117625,0.001098913,0.0009159425,0.0001681282,0.00000943199,0.000008950193,0.001211837],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7388885,"threshold_uncertainty_score":0.3943914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087529295899081,"score_gpt":0.2207507219825162,"score_spread":0.2098754290235254,"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."}}