{"id":"W3208361828","doi":"10.5281/zenodo.4276519","title":"ESPnet2 pretrained model, Shinji Watanabe/librispeech_asr_train_asr_conformer_raw_bpe_batch_bins30000000_accum_grad3_optim_conflr0.001_sp_valid.acc.ave, fs=16k, lang=en","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Psychology; Speech recognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055881,0.00514537,0.001282352,0.001242177,0.0009681719,0.002114622,0.004583557,0.002316687,0.0853162],"category_scores_gemma":[0.003586367,0.001709611,0.002618676,0.001277272,0.0005491402,0.003331078,0.001989736,0.004872887,0.1370389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001798899,"about_ca_system_score_gemma":0.002767892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02650238,"about_ca_topic_score_gemma":0.0407886,"domain_scores_codex":[0.9994079,0.00004967946,0.0000317422,0.0002919966,0.0001238764,0.00009485937],"domain_scores_gemma":[0.9993754,0.00008702328,0.00001830052,0.0001946102,0.0002710357,0.00005358287],"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":[0.0002373601,0.0001169405,0.0006902336,0.0004436015,0.0001547785,0.0001551453,0.00006730798,0.01096111,0.006085626,0.001442373,0.9121723,0.06747326],"study_design_scores_gemma":[0.0004805881,0.0003099868,0.004112174,0.0003102444,0.0003936407,0.0005843811,0.0002169282,0.410925,0.05678411,0.01408899,0.5115093,0.0002846748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.02414265,0.003426308,0.1459128,0.002918829,0.005289904,0.0009028423,0.1853836,0.570016,0.06200708],"genre_scores_gemma":[0.0702362,0.00186226,0.1708913,0.00348294,0.0004713662,0.001948037,0.5444281,0.07827454,0.1284053],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.0853162,"threshold_uncertainty_score":0.2854111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505012017535839,"score_gpt":0.2439423066734762,"score_spread":0.1988921864981178,"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."}}