{"id":"W3208546560","doi":"10.5281/zenodo.4900421","title":"keonlee9420/DiffSinger: First Release","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","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":[0.001555694,0.003187938,0.001472252,0.001326553,0.0008268818,0.002233475,0.006186994,0.002569208,0.2605517],"category_scores_gemma":[0.00684866,0.002653338,0.001595111,0.001175992,0.0007484219,0.003812878,0.002421446,0.00333238,0.2039508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001412958,"about_ca_system_score_gemma":0.001740189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004697705,"about_ca_topic_score_gemma":0.004237907,"domain_scores_codex":[0.998392,0.0001880834,0.000107539,0.0003074378,0.0006279008,0.0003768319],"domain_scores_gemma":[0.997437,0.0005010226,0.0001156092,0.0009440116,0.0008415548,0.0001607734],"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":[0.002360981,0.0002695719,0.001118815,0.0008469261,0.0001947304,0.000245291,0.000213358,0.006334309,0.02097035,0.01393892,0.7987211,0.1547857],"study_design_scores_gemma":[0.001567903,0.0002597608,0.001485494,0.0002437839,0.0001253417,0.0004645101,0.00007610636,0.08266099,0.1323385,0.02101008,0.7593544,0.0004132498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00504434,0.0003300487,0.1920527,0.0003082736,0.0006203123,0.0002672407,0.02163237,0.742454,0.03729076],"genre_scores_gemma":[0.1000745,0.0004580188,0.1624526,0.0008888267,0.0003395544,0.0008338907,0.08118831,0.5027528,0.1510115],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2605517,"threshold_uncertainty_score":0.8716322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083183045015285,"score_gpt":0.2494013796960595,"score_spread":0.2285695492459066,"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."}}