{"id":"W2978510796","doi":"10.29173/aar65","title":"Amazing Grace: How Sweet the Sound of Synthesised Bagpipes","year":2019,"lang":"en","type":"article","venue":"Alberta Academic Review","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Drone; Base (topology); Acoustics; Filter (signal processing); Computer science; Electrical engineering; Physics; Engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008398069,0.0001695215,0.0004956831,0.00004224428,0.0001220288,0.00002051826,0.001826287,0.0001612352,0.000047045],"category_scores_gemma":[0.0006284525,0.0001009141,0.000148985,0.00042021,0.0001466153,0.000256998,0.0003983988,0.0004827379,0.0001786685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001439422,"about_ca_system_score_gemma":0.00003057382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002867915,"about_ca_topic_score_gemma":0.00001419421,"domain_scores_codex":[0.9986601,0.0001564537,0.0003405685,0.0003454395,0.0002270583,0.000270365],"domain_scores_gemma":[0.9973915,0.001315422,0.0002820367,0.0009332958,0.00004688479,0.00003091322],"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":[0.000005873086,0.00004229763,0.03322088,0.004357996,0.0003759033,0.000003398829,0.003414176,0.000002771247,0.0007499421,0.7450515,0.09048484,0.1222904],"study_design_scores_gemma":[0.000320588,0.00007542824,0.005780986,0.005824023,0.0001907303,0.00006587613,0.0001569892,0.0004829724,0.0006038065,0.03312979,0.952784,0.0005847904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1140807,0.7008172,0.006363958,0.1598438,0.001029393,0.001930204,0.000002189064,0.0002128254,0.0157197],"genre_scores_gemma":[0.8774355,0.1137583,0.0006621189,0.004690465,0.00004145122,0.00006101552,7.107525e-7,0.0000107156,0.003339732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8622992,"threshold_uncertainty_score":0.4115159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02299576920266163,"score_gpt":0.2687435088458385,"score_spread":0.2457477396431769,"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."}}