{"id":"W4411658221","doi":"10.51847/9v3k0bl","title":"10.51847/9V3K0bL","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Phytochemicals and Medicinal Plants","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tinospora cordifolia; Standardization; Traditional medicine; Medicine; Mathematics; Computer science","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":[0.0000674444,0.00009092827,0.0001916741,0.00003632026,0.00002187695,0.000004794432,0.00006158645,0.00004908957,0.9880612],"category_scores_gemma":[0.00004565962,0.00007381505,0.0000378917,0.0001082801,0.00002178335,0.00002445337,0.00001161239,0.00009347741,0.9692785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002162453,"about_ca_system_score_gemma":0.00003160646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006520069,"about_ca_topic_score_gemma":1.71626e-8,"domain_scores_codex":[0.9993271,0.000006800235,0.0001207034,0.0001544768,0.0001775585,0.0002133807],"domain_scores_gemma":[0.9994535,0.00002398225,0.00001172815,0.0001974785,0.00002625431,0.0002870813],"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":[0.0004048569,0.00008406032,0.000001461368,0.00001651965,0.00001928962,0.00005561809,0.00001311692,9.392579e-7,0.008307254,2.860899e-7,0.1528143,0.8382823],"study_design_scores_gemma":[0.0005404403,0.0002617225,0.0002230424,0.00008653267,0.000039075,0.00009347007,7.829901e-7,0.00002804639,0.001310448,0.000001814722,0.9973308,0.00008385676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04849447,0.00008349685,1.742755e-7,0.0007975606,0.000002061714,0.0001739143,0.00000746759,0.00007440167,0.9503664],"genre_scores_gemma":[0.00586437,0.000001142122,0.00009432649,0.0006704836,0.0002523201,0.00000966031,0.00002811621,0.00001378485,0.9930658],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8445165,"threshold_uncertainty_score":0.301009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008123336955812663,"score_gpt":0.2134133517546962,"score_spread":0.2052900147988835,"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."}}