{"id":"W4411618504","doi":"10.51847/vfhwzvs","title":"10.51847/vFhWZvs","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Ginger and Zingiberaceae research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bộ Giáo dục và Ðào tạo","keywords":"Alpinia; Chemical constituents; Traditional medicine; Chemistry; Biology; Botany; Medicine; Chromatography","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":[0.0005462238,0.0001631309,0.0001865623,0.0001120689,0.0002166854,0.0000318442,0.0003199159,0.0001812301,0.9983763],"category_scores_gemma":[0.00004317333,0.0001600526,0.00007741934,0.0002877113,0.00007653957,0.00008139556,0.00006390132,0.0005126594,0.9907412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000467643,"about_ca_system_score_gemma":0.0000518382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001201673,"about_ca_topic_score_gemma":1.510522e-7,"domain_scores_codex":[0.9985268,0.0002338144,0.0001898609,0.0002770079,0.0001829593,0.0005895513],"domain_scores_gemma":[0.999072,0.0002118165,0.00001883843,0.0002262835,0.00005899336,0.0004121252],"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":[0.0003261723,0.0001330787,0.000006570971,0.000009549553,0.00005414739,0.00003060498,0.0000583328,0.0002520782,0.001411852,0.000004386274,0.1365109,0.8612024],"study_design_scores_gemma":[0.0005218031,0.0001453054,0.0001129722,0.000005687438,0.00003060632,0.00001964983,0.000001253403,0.0007522382,0.0007412902,0.000007629379,0.9974684,0.0001931557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01390164,0.0002154158,5.208683e-7,0.001160389,0.00001430251,0.0002748422,0.0000255426,0.0001658548,0.9842415],"genre_scores_gemma":[0.005587627,0.000004955339,0.00005603963,0.0005706117,0.0002727442,0.00003865095,0.00001747207,0.00002825487,0.9934236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8610092,"threshold_uncertainty_score":0.6526755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0769800792119524,"score_gpt":0.3957987394068105,"score_spread":0.3188186601948582,"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."}}