{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002466884,0.004533702,0.002219167,0.002221794,0.001337325,0.004586567,0.006325354,0.002890289,0.2805749],"category_scores_gemma":[0.006912802,0.003701964,0.003389363,0.002384142,0.0009226834,0.006800749,0.005705418,0.004573647,0.4117839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002325356,"about_ca_system_score_gemma":0.002186648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008055855,"about_ca_topic_score_gemma":0.007605121,"domain_scores_codex":[0.9981407,0.0001801515,0.0001530746,0.0004593336,0.0008303745,0.0002363535],"domain_scores_gemma":[0.9972728,0.0004063368,0.0001419401,0.001198052,0.0007309166,0.000249983],"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":[0.0003421012,0.00004920507,0.0006946771,0.000743237,0.0000729021,0.0001092415,0.0001153289,0.0007301883,0.003922982,0.004742241,0.9634008,0.02507712],"study_design_scores_gemma":[0.000118,0.0000193834,0.0005888052,0.00009041055,0.00003399238,0.0001551698,0.00002996634,0.002166175,0.009588351,0.004908313,0.9822195,0.00008192704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007457607,0.0003535874,0.05204447,0.0003158788,0.0002981508,0.0001430367,0.07350764,0.8418213,0.03077005],"genre_scores_gemma":[0.007218021,0.0004466662,0.04002327,0.0007849582,0.00009042583,0.0004653611,0.2386376,0.6628188,0.04951484],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2805749,"threshold_uncertainty_score":0.9386165,"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."}}