{"id":"W2285540944","doi":"10.5281/zenodo.18369","title":"librosa: v0.4.0","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Educational Technology in Learning","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Computer science","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":[0.00138479,0.002447958,0.001620776,0.001981926,0.0008514066,0.002797114,0.003995374,0.0009614817,0.09467461],"category_scores_gemma":[0.004121089,0.002129234,0.002077568,0.001618644,0.0008799755,0.003153252,0.003608177,0.003843582,0.09162914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000639394,"about_ca_system_score_gemma":0.002026342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003798163,"about_ca_topic_score_gemma":0.004808901,"domain_scores_codex":[0.999007,0.0001309237,0.0001221335,0.0002274708,0.0003488922,0.000163494],"domain_scores_gemma":[0.9988483,0.0002997018,0.00008547805,0.0003288357,0.0003235123,0.0001141507],"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":[0.00070526,0.0002172288,0.002012562,0.002264369,0.0003368956,0.0002598761,0.0004929353,0.005211616,0.01508172,0.01373585,0.8194197,0.1402621],"study_design_scores_gemma":[0.0004010859,0.00009554129,0.003705571,0.0003750263,0.000152448,0.0005904938,0.0001533598,0.06776842,0.04664193,0.03625179,0.8434941,0.0003702458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001387794,0.000179214,0.1955512,0.000139434,0.000117118,0.000203775,0.03002925,0.7627746,0.009617656],"genre_scores_gemma":[0.03177904,0.0005379513,0.346712,0.0009746876,0.0001541742,0.00158385,0.113045,0.4729742,0.03223913],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.09467461,"threshold_uncertainty_score":0.3167182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06340434173655263,"score_gpt":0.2702239044932483,"score_spread":0.2068195627566957,"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."}}