{"id":"W4411658335","doi":"10.51847/ev32vrt","title":"10.51847/Ev32VRT","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aceclofenac; Microsphere; Chitosan; Chemistry; Materials science; Chromatography; Chemical engineering; Engineering; Organic chemistry","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":[0.0004043978,0.0002090733,0.0002450945,0.00008150283,0.0002042999,0.00001485479,0.000312112,0.0002187397,0.9953535],"category_scores_gemma":[0.00004608187,0.0002152714,0.00007455544,0.0002435224,0.00007305764,0.0001206318,0.00004903091,0.0004462658,0.9934084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007021952,"about_ca_system_score_gemma":0.00003334662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008218129,"about_ca_topic_score_gemma":2.29197e-7,"domain_scores_codex":[0.998455,0.0003211743,0.000283085,0.0003254351,0.0001454405,0.0004697924],"domain_scores_gemma":[0.9990426,0.0002117026,0.00004627835,0.0002892991,0.00006022583,0.0003498697],"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":[0.0003503204,0.0001036611,0.000003938824,0.00000883837,0.00005965105,0.00003411462,0.00006333226,0.003022909,0.00114933,0.000004206228,0.1061373,0.8890624],"study_design_scores_gemma":[0.0005525176,0.0001061823,0.00002562728,0.000007732357,0.00004012477,0.00003231737,0.000003307245,0.001264516,0.000502637,0.00000463744,0.997203,0.0002574137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007410446,0.0002514358,0.000003692912,0.000389546,0.00003667392,0.0004191182,0.00005461384,0.0002861826,0.9911483],"genre_scores_gemma":[0.004304609,0.000003039501,0.0001081264,0.0006541387,0.0003694384,0.00005679541,0.00002202311,0.00003715473,0.9944447],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8910657,"threshold_uncertainty_score":0.8778512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04777283484105535,"score_gpt":0.3460027882223949,"score_spread":0.2982299533813396,"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."}}