{"id":"W6948949912","doi":"10.5281/zenodo.12353347","title":"Soda pdf 11 home","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Nephrotoxicity and Medicinal Plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Paraphernalia; Acacia mearnsii; Filter (signal processing); Limiting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003611758,0.0002446805,0.0003575094,0.0006108173,0.0003270294,0.0002498364,0.0004765639,0.00022847,0.1875476],"category_scores_gemma":[0.0002566707,0.0002267392,0.00009935026,0.0004510295,0.0001559395,0.00004856231,0.000569019,0.0005876383,0.249969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253171,"about_ca_system_score_gemma":0.000009054781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004713357,"about_ca_topic_score_gemma":0.000001452881,"domain_scores_codex":[0.99819,0.0001122135,0.000227673,0.0005220021,0.0005509705,0.0003971588],"domain_scores_gemma":[0.9988891,0.000009015805,0.00009518646,0.000526908,0.0001464593,0.0003332754],"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":[0.00005462642,0.0000984261,6.305868e-7,0.0007907682,0.0001340083,0.0003250992,0.0001730068,1.055157e-7,0.0009259917,0.0006721757,0.9824008,0.01442436],"study_design_scores_gemma":[0.0006294713,0.000304499,0.0000276083,0.000903276,0.0001341319,0.0007650264,0.0001559279,0.00001012666,0.0001244949,0.00009527888,0.9966356,0.0002145528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001821129,0.0007108851,0.000203017,0.001095763,0.0003583368,0.0008088125,0.0003574359,0.001793538,0.9944901],"genre_scores_gemma":[0.002948614,0.0004448211,0.0001523389,0.000638135,0.001188287,5.760884e-8,0.003043639,0.01110296,0.9804811],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0624214,"threshold_uncertainty_score":0.9246156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03195432494316217,"score_gpt":0.2644134895099789,"score_spread":0.2324591645668168,"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."}}