{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01484167,0.001368109,0.00125083,0.001783807,0.002593953,0.003610168,0.003180658,0.003179502,0.05967094],"category_scores_gemma":[0.02085512,0.001889031,0.00076263,0.00152303,0.002471204,0.006660566,0.01423062,0.005399656,0.04616115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001971026,"about_ca_system_score_gemma":0.004027833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002404004,"about_ca_topic_score_gemma":0.002307786,"domain_scores_codex":[0.9874352,0.004399279,0.002460808,0.001057328,0.003533897,0.001113414],"domain_scores_gemma":[0.9823856,0.004371278,0.0006085188,0.008431782,0.002975474,0.001227341],"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":[0.003106529,0.0007902302,0.001709765,0.001168624,0.0001045956,0.001881715,0.005999627,0.006407189,0.05187527,0.2340766,0.4954083,0.1974715],"study_design_scores_gemma":[0.0004444143,0.0002811949,0.001145913,0.0002749725,0.00003219778,0.0005776405,0.0007758907,0.01907984,0.03203083,0.05294567,0.892111,0.0003003853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.006706371,0.000124494,0.8385392,0.001259546,0.0008004376,0.008147655,0.009338135,0.084745,0.05033923],"genre_scores_gemma":[0.1683553,0.0008070913,0.5271866,0.003125873,0.0007065951,0.04210657,0.05867384,0.04134176,0.1576964],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.05967094,"threshold_uncertainty_score":0.1996192,"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."}}