{"id":"W7095212124","doi":"","title":"EMS: Electroacoustic Music Studies Network – Montréal 2005 Musical objects and digital domains","year":2015,"lang":"en","type":"article","venue":"","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Musical; Representation (politics); Frame (networking); Digital audio; Decoding methods; Object (grammar); Digital media","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":[0.0001675556,0.000121422,0.0001901302,0.00003442425,0.0003386874,0.0001024143,0.00006102376,0.00003309994,0.0005775461],"category_scores_gemma":[0.0001768106,0.00008846963,0.00002814731,0.00004809599,0.0004782048,0.0002721584,0.000049345,0.0001327844,0.00009719607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005110857,"about_ca_system_score_gemma":0.00005574279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004225301,"about_ca_topic_score_gemma":0.002211391,"domain_scores_codex":[0.9991229,0.00001858182,0.0002032949,0.0001709305,0.0001917157,0.0002926399],"domain_scores_gemma":[0.999473,0.00009769304,0.00003989093,0.0001124385,0.0001206535,0.0001562602],"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":[0.00002067196,0.00005358439,0.00001618128,0.000009742274,0.00005386953,0.00001083491,0.01359571,0.00001435399,0.00000219105,0.3238674,0.6610059,0.001349615],"study_design_scores_gemma":[0.0004018451,0.0001811729,0.00002827729,0.00001555213,0.00002954379,0.000007917162,0.009867675,0.0003438829,6.610802e-7,0.01216049,0.9768024,0.0001605609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1735607,0.007691531,0.0009566011,0.001772699,0.002700618,0.0003571778,0.0000308254,0.000364149,0.8125657],"genre_scores_gemma":[0.9490232,0.0000427613,0.00009635973,0.001778888,0.002517692,0.00001425292,0.00001998103,0.00001300112,0.04649382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7754625,"threshold_uncertainty_score":0.6323726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07219203830558645,"score_gpt":0.2381646581828769,"score_spread":0.1659726198772905,"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."}}