{"id":"W6931430976","doi":"10.5281/zenodo.3937451","title":"globalbioticinteractions/globalbioticinteractions v0.18.1","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aldose Reductase and Taurine","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Term (time); Type (biology); Window (computing); Matching (statistics); Process (computing)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000972287,0.0002616215,0.0002054726,0.0001556966,0.0006970713,0.0002964286,0.0007068518,0.0002063287,0.03902176],"category_scores_gemma":[0.0002486725,0.0002824649,0.0001112218,0.0002462371,0.0001205489,0.000008733877,0.0008937482,0.000286482,0.01314263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000818421,"about_ca_system_score_gemma":0.00001234087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004198118,"about_ca_topic_score_gemma":0.000003296466,"domain_scores_codex":[0.9984754,0.0001486979,0.0002343626,0.000600759,0.0002216198,0.000319169],"domain_scores_gemma":[0.9988751,0.000004090745,0.0001724358,0.0005662146,0.0001630415,0.0002191237],"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":[0.00004194337,0.0001144738,7.981121e-7,0.00005909774,0.0002157573,0.00001355612,0.00002924881,0.000004792963,0.0106072,0.0002768666,0.9770223,0.01161396],"study_design_scores_gemma":[0.0003250808,0.0002033924,0.00002115735,0.00006412829,0.00004605852,0.0001914237,0.00009712766,0.00001221452,0.00258762,0.000005926434,0.9961768,0.0002690864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002135049,0.000580043,0.002285995,0.0005067757,0.0003414933,0.0004008455,0.0006782261,0.0005399829,0.9944531],"genre_scores_gemma":[0.06510691,0.001421737,0.00166061,0.0009456225,0.00461969,1.683587e-7,0.04010107,0.01658232,0.8695619],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1248913,"threshold_uncertainty_score":0.9999627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574420253610928,"score_gpt":0.2675211723088524,"score_spread":0.2417769697727431,"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."}}