{"id":"W3095172747","doi":"10.14778/3424573.3424578","title":"MorphoSys","year":2020,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Replication (statistics); Distributed computing; Workload; Distributed database; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.0001469087,0.00009826507,0.0001190857,0.00002498136,0.0000877907,0.0000671549,0.001501874,0.00001832774,0.000005363072],"category_scores_gemma":[0.00003978008,0.00006321671,0.00009861076,0.0003729008,0.00002985807,0.00002648932,0.001277672,0.00009207338,0.00002034696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002307215,"about_ca_system_score_gemma":0.00000909739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000954946,"about_ca_topic_score_gemma":7.046183e-8,"domain_scores_codex":[0.9990369,0.000003912841,0.0001823451,0.0002507818,0.0003453319,0.0001807248],"domain_scores_gemma":[0.999575,0.00001314184,0.0001384648,0.0001389966,0.00006093468,0.00007343396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004164646,0.0004266233,0.008395015,0.0006601382,0.0002874024,0.000006060058,0.01557975,0.003981596,0.08318488,0.6481212,0.1364066,0.1029091],"study_design_scores_gemma":[0.002337502,0.0006894,0.009921397,0.0003292303,0.00009050763,0.00003222471,0.001060235,0.314719,0.4505601,0.0143237,0.2049876,0.0009491081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8452984,0.0002687311,0.006219308,0.08349551,0.0006001004,0.000760207,0.000001336032,0.0004927465,0.06286363],"genre_scores_gemma":[0.993728,0.000002781925,0.004426293,0.001447852,0.00008896126,0.000008036322,3.40458e-8,0.000005729717,0.0002922876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6337975,"threshold_uncertainty_score":0.2790881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438667055517795,"score_gpt":0.1928999044475422,"score_spread":0.1785132338923643,"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."}}