{"id":"W4411656960","doi":"10.51847/sckmdulszj","title":"10.51847/sCkmDulszj","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Analytical Methods in Pharmaceuticals","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metformin Hydrochloride; Metformin; Chemistry; Hydrochloride; Pharmacology; Chromatography; Kinetics; Nuclear chemistry; Food science; Medicine; Diabetes mellitus; Biochemistry; Endocrinology; Physics","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":[0.0002032161,0.0001600224,0.0002123219,0.00002989036,0.00005448606,0.00003076466,0.0003283479,0.0001075218,0.9996471],"category_scores_gemma":[0.0002502769,0.0001554762,0.00008916447,0.0001646165,0.00007048414,0.00004936766,0.0000634828,0.0002044394,0.9892654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004956482,"about_ca_system_score_gemma":0.00001863279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002700388,"about_ca_topic_score_gemma":5.840755e-9,"domain_scores_codex":[0.9988319,0.00003679648,0.0002300116,0.0002979484,0.0002327427,0.0003705645],"domain_scores_gemma":[0.9989427,0.0002513921,0.00002034732,0.0004187951,0.0000350739,0.0003316445],"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":[0.00006952399,0.00005712599,3.406478e-7,0.00001632292,0.00003004999,0.00001292159,0.000004364239,0.00002372175,0.003063481,0.0000100743,0.01611467,0.9805974],"study_design_scores_gemma":[0.000194537,0.00001719981,0.000002101041,0.00001793979,0.00004383849,0.000008519075,5.705348e-7,0.001118193,0.005803446,0.00005130024,0.9925415,0.0002008612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005078479,0.00005347174,0.00001142413,0.0003647491,0.000001693777,0.00004735965,0.00001543181,0.0002034894,0.9987946],"genre_scores_gemma":[0.0002428138,6.169267e-7,0.003740262,0.0002198057,0.000225289,0.00001421061,0.000005295552,0.00003442552,0.9955173],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9803966,"threshold_uncertainty_score":0.6340134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416203918378232,"score_gpt":0.2964343284946009,"score_spread":0.2722722893108186,"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."}}