{"id":"W2391938674","doi":"10.51847/ix7lq0k","title":"10.51847/IX7lQ0k","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Analytical Methods in Pharmaceuticals","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vildagliptin; Absorbance; Metformin; Metformin Hydrochloride; Chromatography; Dosage form; Chemistry; Materials science; Medicine; Diabetes mellitus; 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":[0.0002028318,0.0001500623,0.0002040441,0.00002667501,0.00005073929,0.00002938831,0.0003107991,0.0001008232,0.9996732],"category_scores_gemma":[0.0002402807,0.0001457965,0.00008303447,0.0001532695,0.00006204227,0.00004602207,0.00006187228,0.0001922465,0.9895073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004824651,"about_ca_system_score_gemma":0.00001787675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002748094,"about_ca_topic_score_gemma":5.651929e-9,"domain_scores_codex":[0.9988961,0.00003655345,0.0002175975,0.0002808875,0.0002212137,0.0003475977],"domain_scores_gemma":[0.9989811,0.0002629177,0.00001907953,0.0003946697,0.0000328243,0.0003094101],"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":[0.0000660287,0.00005511887,3.169924e-7,0.00001544513,0.00002880359,0.00001290108,0.000004442936,0.0000187363,0.003408576,0.00001210837,0.01626302,0.9801145],"study_design_scores_gemma":[0.000175211,0.00001612139,0.000001883212,0.00001620677,0.00004199594,0.000008254367,5.804054e-7,0.001092104,0.005391477,0.00005103203,0.9930142,0.0001909659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004744948,0.00004683327,0.0000119984,0.0003388354,0.000001544639,0.00004370797,0.0000136878,0.0001960444,0.9988729],"genre_scores_gemma":[0.0002523657,5.410297e-7,0.003543397,0.0002201481,0.0002160926,0.0000121889,0.000004526442,0.00003277081,0.9957179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9799235,"threshold_uncertainty_score":0.5945409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537607245097896,"score_gpt":0.2985555950534994,"score_spread":0.2731795226025204,"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."}}