{"id":"W3209382000","doi":"10.5281/zenodo.2564164","title":"librosa/librosa: 0.6.3","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Social Sciences and Policies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Summit Pacific College","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000845191,0.00008116601,0.0001034254,0.00009585477,0.003758657,0.001077668,0.001051001,0.0000707876,0.03290649],"category_scores_gemma":[0.0004081759,0.00008277383,0.00005357634,0.0007477551,0.0003653359,0.0004230098,0.0004802707,0.0001475948,0.02324478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121026,"about_ca_system_score_gemma":0.00001005093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005030502,"about_ca_topic_score_gemma":0.000007322248,"domain_scores_codex":[0.9983191,0.000333636,0.0001372002,0.0002589235,0.0005012184,0.0004498728],"domain_scores_gemma":[0.9992378,0.00003819249,0.00006532626,0.0002296768,0.0002283056,0.000200696],"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":[0.00003783558,0.0001179326,0.0002481853,0.00003125039,0.00002620205,0.00000475649,0.05457423,0.00002629406,0.002633926,0.3916986,0.4298125,0.1207883],"study_design_scores_gemma":[0.0001461108,0.0000753666,0.001250267,0.00000896378,0.000002969586,0.000003378541,0.004572711,0.00001920451,0.00005563278,0.0009346344,0.9928162,0.0001146194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1369034,0.00005682588,0.00007738142,0.003236846,0.0003253536,0.0003430228,0.0000424582,0.0008058036,0.8582089],"genre_scores_gemma":[0.9839835,0.0001387447,0.00008521567,0.0003948203,0.0004479036,1.930384e-8,0.0001062634,0.0004443702,0.01439919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8470801,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03826008245081846,"score_gpt":0.2894194915708908,"score_spread":0.2511594091200723,"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."}}