{"id":"W2464142941","doi":"10.51847/qg3j4j9","title":"10.51847/Qg3J4J9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Analytical Methods in Pharmaceuticals","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chromatography; Linearity; High-performance liquid chromatography; Methanol; Cutoff; Cushion; Phosphate buffered saline; Human immunodeficiency virus (HIV); Computer science; Chemistry; Physics; Medicine; Engineering; Virology; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000815338,0.001358948,0.0009342355,0.002542435,0.001237442,0.002803167,0.001453231,0.00253284,0.9413694],"category_scores_gemma":[0.000776094,0.0006321932,0.0007985617,0.001908322,0.001001094,0.001413449,0.001869265,0.001116312,0.945942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001471382,"about_ca_system_score_gemma":0.001004744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004109775,"about_ca_topic_score_gemma":0.003077849,"domain_scores_codex":[0.9994702,0.00003231288,0.00002509428,0.0001680704,0.0001897697,0.0001145648],"domain_scores_gemma":[0.9993612,0.00006679297,0.00003491399,0.0001122365,0.0002331388,0.0001917492],"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":[0.000714522,0.0005432123,0.001869219,0.0004520415,0.00004292745,0.0004655904,0.0001127091,0.0004489356,0.03703948,0.008984925,0.2873114,0.662015],"study_design_scores_gemma":[0.0001327789,0.0001355012,0.002657247,0.00019305,0.00002030173,0.0006747638,0.00008581236,0.0007381256,0.005617677,0.001924731,0.9877896,0.00003041197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004925177,0.0010478,0.00761272,0.001278066,0.001300234,0.0003433757,0.004236202,0.004795595,0.9744608],"genre_scores_gemma":[0.005973521,0.0002896054,0.00301399,0.0003622652,0.00009668021,0.00008778973,0.002873635,0.0004646068,0.9868378],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05863059,"threshold_uncertainty_score":0.08362931,"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."}}