{"id":"W1590732031","doi":"","title":"EspGrid: A Protocol for Participatory Electronic Ensemble Performance","year":2012,"lang":"en","type":"article","venue":"Journal of the Audio Engineering Society","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Laptop; Protocol (science); Computer science; Scalability; Citizen journalism; The arts; Multimedia; World Wide Web; Operating system; Visual arts; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007395817,0.00008827103,0.000140105,0.00001768539,0.0001502659,0.00001799312,0.0005534774,0.00006137697,0.000001074409],"category_scores_gemma":[0.00006078737,0.00005632284,0.0002343759,0.000140728,0.00002550736,0.0002870624,0.0001108938,0.0002899305,0.000001342371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009882251,"about_ca_system_score_gemma":0.00006751953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.766948e-7,"about_ca_topic_score_gemma":1.214644e-7,"domain_scores_codex":[0.9992141,0.0000119823,0.000197908,0.00006003771,0.000139918,0.0003761169],"domain_scores_gemma":[0.9994583,0.00006617455,0.0001565756,0.0002205372,0.00006000642,0.00003843072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002266962,0.001562599,0.08002118,0.002502618,0.004238817,0.000004532554,0.08067918,0.04898607,0.05985288,0.2358952,0.434554,0.05147623],"study_design_scores_gemma":[0.002636692,0.0005819717,0.03578183,0.0002526765,0.00009019861,0.0002449955,0.0001544165,0.07305973,0.04146896,0.001715786,0.843451,0.0005617085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2748854,0.0003627846,0.7063823,0.002022512,0.001289516,0.01481291,5.198783e-7,0.0001567934,0.00008727972],"genre_scores_gemma":[0.9741779,0.000009622499,0.01721771,0.0001852336,0.0003215261,0.007951534,1.482692e-8,0.000008782943,0.0001277097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6992925,"threshold_uncertainty_score":0.2296779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02512073847325562,"score_gpt":0.2661375256229937,"score_spread":0.2410167871497381,"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."}}