{"id":"W6929893826","doi":"10.5281/zenodo.10515733","title":"juliahorne/EONS: EONS model initial release","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Biogeochemical cycle; Earth system science; Earth (classical element); Archean; Natural (archaeology)","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":[0.001003643,0.00116867,0.001051458,0.0006302762,0.0006072478,0.001302453,0.003395697,0.001725027,0.05796306],"category_scores_gemma":[0.004689283,0.0008831675,0.001150062,0.001037849,0.0003738854,0.001958868,0.001396058,0.002042572,0.0168823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351789,"about_ca_system_score_gemma":0.001749601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04097732,"about_ca_topic_score_gemma":0.02848137,"domain_scores_codex":[0.9997923,0.00005080882,0.00001155528,0.00003546882,0.00007028475,0.00003960494],"domain_scores_gemma":[0.9991596,0.0002960934,0.00002881121,0.0001341512,0.0002720263,0.000109269],"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":[0.000445366,0.0001055945,0.003125553,0.0003859907,0.0001475498,0.0002592226,0.000144746,0.4303688,0.001035302,0.03313237,0.5141935,0.01665604],"study_design_scores_gemma":[0.0006986485,0.00003426667,0.00108619,0.0001269512,0.00004277174,0.00005503195,0.00004841513,0.7193384,0.001785204,0.02307845,0.2536337,0.00007205885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.04827077,0.001398509,0.1148757,0.005272582,0.00204432,0.0006851373,0.581228,0.05131982,0.1949051],"genre_scores_gemma":[0.3030806,0.001400125,0.1147073,0.001468796,0.0004908754,0.002331153,0.4751143,0.03956635,0.0618404],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.05796306,"threshold_uncertainty_score":0.1939058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998622399469821,"score_gpt":0.2915844381611168,"score_spread":0.2515982141664186,"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."}}