{"id":"W6969400575","doi":"10.5281/zenodo.5784749","title":"CliMA/Oceananigans.jl: v0.67.1","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Emperipolesis; Fusible alloy; Demotion","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002362986,0.002577348,0.002465635,0.0019473,0.001035591,0.004590792,0.007031052,0.002348944,0.4139719],"category_scores_gemma":[0.009302438,0.004181345,0.002961101,0.002378629,0.0008240541,0.004844106,0.004550004,0.004335531,0.511205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449575,"about_ca_system_score_gemma":0.001999472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246298,"about_ca_topic_score_gemma":0.01104217,"domain_scores_codex":[0.9990736,0.0001336622,0.00007071369,0.0001973635,0.0003479158,0.0001767491],"domain_scores_gemma":[0.9970789,0.0006697081,0.0001479351,0.0008907178,0.0007825731,0.0004301729],"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":[0.00005569566,0.0000130902,0.0004873632,0.0003161353,0.00003586181,0.0000337091,0.00006578794,0.0007247666,0.0003054711,0.001802567,0.9888194,0.007340128],"study_design_scores_gemma":[0.0003887503,0.0000250446,0.00159409,0.0002136833,0.00003375098,0.00009996966,0.0000515892,0.005459658,0.002470204,0.00843055,0.9811148,0.0001178891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005905494,0.0002111661,0.0238474,0.0005908466,0.0005672817,0.0001384451,0.1532377,0.7868664,0.03395027],"genre_scores_gemma":[0.006255927,0.0002278807,0.02192349,0.0008027836,0.0002014914,0.0005444119,0.1403373,0.8078469,0.02185992],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4139719,"threshold_uncertainty_score":0.8358979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1172292657363242,"score_gpt":0.3345935042869971,"score_spread":0.2173642385506729,"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."}}