{"id":"W2404247810","doi":"10.5281/zenodo.1415041","title":"Robotaba Guitar Tablature Transcription Framework.","year":2013,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Music and Audio Processing","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Guitar; Polyphony; Transcription (linguistics); Computer science; Ground truth; Speech recognition; World Wide Web; Artificial intelligence; Information retrieval; Acoustics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006327574,0.001913345,0.0009378716,0.001270345,0.0005736577,0.001952931,0.002926897,0.001435262,0.1637786],"category_scores_gemma":[0.002206555,0.0007508544,0.0009611753,0.0009929381,0.0003468597,0.001376995,0.00165444,0.00121651,0.08756746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005395205,"about_ca_system_score_gemma":0.0007047589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006845609,"about_ca_topic_score_gemma":0.01044944,"domain_scores_codex":[0.9996132,0.00004907659,0.0000283322,0.0001348927,0.0001276272,0.0000468713],"domain_scores_gemma":[0.999472,0.0001321954,0.00002458827,0.0001252762,0.0001927076,0.00005334025],"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":[0.001250611,0.00009173268,0.0004508851,0.001410146,0.0001370555,0.0005104907,0.0003960942,0.004169869,0.03322356,0.009772326,0.5331889,0.4153982],"study_design_scores_gemma":[0.0003747398,0.0002551417,0.001280876,0.0003455238,0.0001312009,0.001049309,0.0004709892,0.0872761,0.0561696,0.01644041,0.8359926,0.0002134321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.001508005,0.0005658333,0.5652884,0.0002137414,0.0003902517,0.0002233925,0.02395521,0.3847044,0.02315082],"genre_scores_gemma":[0.07882489,0.0008076441,0.6208007,0.000917157,0.0002798927,0.0008793937,0.1605312,0.05987361,0.07708547],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1637786,"threshold_uncertainty_score":0.5478941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722751373875644,"score_gpt":0.2283722838795651,"score_spread":0.2011447701408086,"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."}}