{"id":"W3211294292","doi":"10.5281/zenodo.1342708","title":"librosa/librosa: 0.6.2","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Literacy and Educational Practices","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Summit Pacific College","funders":"","keywords":"Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001057319,0.00007513203,0.00007109853,0.0001124114,0.006033749,0.001264941,0.0008122147,0.00005475111,0.04391128],"category_scores_gemma":[0.001698208,0.00007954213,0.00003231769,0.000530147,0.0005182644,0.001038463,0.0003644052,0.0001588095,0.02506753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009499532,"about_ca_system_score_gemma":0.00001407459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001199842,"about_ca_topic_score_gemma":0.00000239549,"domain_scores_codex":[0.9983813,0.0004793527,0.0001551233,0.0002613975,0.0003916763,0.0003311711],"domain_scores_gemma":[0.9987844,0.00006827284,0.00008558585,0.0002438722,0.0006287157,0.0001891774],"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":[0.00008394477,0.0002073349,0.00003147002,0.00002031189,0.00003143817,0.00000422928,0.03771014,0.000001448105,0.0009496292,0.1742631,0.6648781,0.1218189],"study_design_scores_gemma":[0.0001198463,0.00008931348,0.0007977883,0.00001122454,0.000005689827,0.00001123284,0.002425178,0.00001298956,0.0001524,0.001778795,0.9944941,0.0001014621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05246758,0.00006509884,0.0003404085,0.007418892,0.000474343,0.000234309,0.00005190865,0.0007693717,0.9381781],"genre_scores_gemma":[0.9870474,0.00006615635,0.0003872963,0.000561487,0.001673044,2.486327e-8,0.000296643,0.0004560112,0.009511923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9345798,"threshold_uncertainty_score":0.9997718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06284985600535792,"score_gpt":0.3317965831642012,"score_spread":0.2689467271588433,"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."}}