{"id":"W4243230818","doi":"10.1002/chin.201236244","title":"ChemInform Abstract: Physicochemical Characterization of Pharmaceutical Solids","year":2012,"lang":"en","type":"article","venue":"ChemInform","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"","keywords":"Chemistry; Characterization (materials science); Nanotechnology; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000622581,0.0002787914,0.0003953852,0.00007194022,0.0001067599,0.00001581948,0.0003028625,0.0004856153,0.004906244],"category_scores_gemma":[0.00007032029,0.0002738857,0.0001864777,0.0002211831,0.0002771513,0.0006953005,0.0001183051,0.0006248478,0.0005506578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009965937,"about_ca_system_score_gemma":0.00006778233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005321268,"about_ca_topic_score_gemma":1.861609e-7,"domain_scores_codex":[0.9981439,7.405469e-7,0.0006745418,0.0001818177,0.0002824515,0.000716607],"domain_scores_gemma":[0.9986919,0.0001555489,0.0003020225,0.0002555735,0.0001337294,0.0004612603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002821856,0.0006613277,0.001722796,0.0004899584,0.0001650569,0.00000223137,0.002603351,3.229403e-7,0.6855101,0.001214725,0.01486297,0.2924849],"study_design_scores_gemma":[0.0006578931,0.00001541723,0.001862599,0.00001973391,0.00006717295,0.00001999479,0.0001088275,0.00006740052,0.6875687,0.0000131425,0.3093829,0.0002162171],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.395064,0.000145539,0.000001469152,0.0001329927,0.001136918,0.0002849222,0.00009131611,0.0001103277,0.6030325],"genre_scores_gemma":[0.9885344,0.0001003411,0.000008303887,0.0009547789,0.0009710998,0.00004390277,0.0003085268,0.00002393083,0.009054698],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5939778,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09067665828193373,"score_gpt":0.3924140871581754,"score_spread":0.3017374288762417,"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."}}