{"id":"W4411657127","doi":"10.51847/xn6sabt","title":"10.51847/xN6sabt","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Natural Antidiabetic Agents Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Type 2 diabetes; Medicinal plants; Diabetes mellitus; Traditional medicine; Pharmacology; Medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00005467964,0.00010633,0.0002018666,0.0000419116,0.00005477071,0.00000693523,0.00006617256,0.00003921897,0.9917547],"category_scores_gemma":[0.00004360755,0.00008139524,0.00005384662,0.0001652349,0.00003514628,0.00002664355,0.00003268156,0.00008738334,0.9897806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002714973,"about_ca_system_score_gemma":0.00001393368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006891541,"about_ca_topic_score_gemma":3.399012e-8,"domain_scores_codex":[0.9993019,0.0000111239,0.0001213226,0.0001658109,0.0001749836,0.0002249171],"domain_scores_gemma":[0.9996058,0.00002387182,0.00001258215,0.0001870983,0.00004506998,0.0001256268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000108838,0.00005488447,0.000005328016,0.00001082236,0.00004742279,0.00002152488,0.00001732247,0.00000109111,0.0002660317,8.213992e-7,0.1600458,0.8394201],"study_design_scores_gemma":[0.0004084686,0.0002027661,0.001450323,0.000032589,0.00005106736,0.00001638841,0.000001071205,0.00001640899,0.0001473274,0.000001860078,0.9975738,0.00009792916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01800992,0.0002325145,1.179778e-7,0.002370484,0.000003109461,0.0002242999,0.000004474713,0.0001131406,0.9790419],"genre_scores_gemma":[0.002596136,0.000001767493,0.0002228374,0.0003637109,0.0001527884,0.000009071254,0.000008503186,0.00001522537,0.99663],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8393221,"threshold_uncertainty_score":0.3319202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007526747365248178,"score_gpt":0.2053998634770562,"score_spread":0.197873116111808,"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."}}