{"id":"W584103649","doi":"10.1016/j.ultsonch.2015.06.014","title":"Optimization of ultrasound-assisted extraction of anthocyanins from haskap berries (Lonicera caerulea L.) using Response Surface Methodology","year":2015,"lang":"en","type":"article","venue":"Ultrasonics Sonochemistry","topic":"Phytochemicals and Antioxidant Activities","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anthocyanin; Response surface methodology; Chemistry; Extraction (chemistry); Solvent; Chromatography; Box–Behnken design; Cyanidin; Food science; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0006986354,0.0002481866,0.0006975073,0.0000556405,0.00005452013,0.00001659101,0.0001347846,0.000356089,0.00009878643],"category_scores_gemma":[0.002581141,0.0002553553,0.0001750294,0.0002528802,0.0003160904,0.0001739606,0.00003391463,0.0003095956,0.000001047592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002066666,"about_ca_system_score_gemma":0.0007182751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000348725,"about_ca_topic_score_gemma":0.000004716949,"domain_scores_codex":[0.9982101,0.0002034526,0.0005970517,0.0003657317,0.0003450355,0.0002786029],"domain_scores_gemma":[0.9967895,0.001598087,0.0005654743,0.000443652,0.0004221778,0.0001811475],"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":[0.002201351,0.0002888329,0.007041994,0.0001359156,0.0001486411,0.000007940049,0.0007075345,0.005852429,0.9834309,0.00001253217,0.0001098842,0.0000620268],"study_design_scores_gemma":[0.001409977,0.0001202724,0.002318066,0.0002645708,0.000259893,0.0002468086,0.002473497,0.003845006,0.9886362,0.0001054604,0.0001032182,0.0002170617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820644,0.0009101485,0.01598915,0.0001248431,0.0001359629,0.000150661,0.0001879979,0.00005816559,0.0003787061],"genre_scores_gemma":[0.8641869,0.0001293082,0.1352655,0.00002197521,0.00008156094,0.000002779715,0.0001410115,0.00003394506,0.0001370526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1192764,"threshold_uncertainty_score":0.9999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054381999031583,"score_gpt":0.3524054460889312,"score_spread":0.2469672461857728,"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."}}