{"id":"W2315428459","doi":"10.1016/j.talanta.2016.03.101","title":"Performance review of a fast HPLC-UV method for the quantification of chlorogenic acids in green coffee bean extracts","year":2016,"lang":"en","type":"review","venue":"Talanta","topic":"Coffee research and impacts","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Repeatability; Chemistry; Reproducibility; Chlorogenic acid; Chromatography; High-performance liquid chromatography; Green coffee; Food science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002498291,0.001485627,0.00132236,0.004221571,0.0005165832,0.001028695,0.001379093,0.00131091,0.001801171],"category_scores_gemma":[0.002262809,0.0007463988,0.0008101754,0.002699602,0.0005715087,0.00159365,0.0006355927,0.0009778203,0.00151639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008634696,"about_ca_system_score_gemma":0.002248339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002090539,"about_ca_topic_score_gemma":0.002379484,"domain_scores_codex":[0.9986157,0.0002927976,0.0002316834,0.0002316867,0.0005576246,0.00007044643],"domain_scores_gemma":[0.9983859,0.0004594401,0.0003219222,0.00007147591,0.0007077984,0.00005347471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001715246,0.0002319613,0.00097715,0.04757991,0.0003549358,0.0006023835,0.0001716041,0.001320531,0.04461563,0.003129716,0.008865774,0.8919789],"study_design_scores_gemma":[0.0000483366,0.001117917,0.009361489,0.005728247,0.001164979,0.005148428,0.0002823632,0.001976762,0.102379,0.001945602,0.8706077,0.0002391682],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00319779,0.9876051,0.005171384,0.000454661,0.0003268161,0.00007717102,0.0001250981,0.00005366351,0.002988367],"genre_scores_gemma":[0.02575754,0.9614565,0.00839527,0.0005083417,0.0003368728,0.0001555304,0.000328683,0.00002210365,0.003039204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004221571,"threshold_uncertainty_score":0.01321232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275408556351048,"score_gpt":0.4371323474831941,"score_spread":0.3095914918480893,"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."}}