{"id":"W3020562649","doi":"10.3390/antiox9040352","title":"Ultrasound-Assisted Aqueous Extraction of Biocompounds from Orange Byproduct: Experimental Kinetics and Modeling","year":2020,"lang":"en","type":"article","venue":"Antioxidants","topic":"Phytochemicals and Antioxidant Activities","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"European Regional Development Fund; Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria","keywords":"Naringin; Chemistry; Ferulic acid; Hesperidin; Chromatography; Extraction (chemistry); Orange (colour); Aqueous solution; Response surface methodology; Flavonoid; Antioxidant; Organic chemistry; 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":[0.0003466656,0.0005476108,0.0004260141,0.0002073079,0.0001393029,0.00030153,0.0003433002,0.000472968,0.0004816327],"category_scores_gemma":[0.0003339117,0.0002219776,0.0005041425,0.0003462416,0.000162088,0.0004389809,0.0001204765,0.0003054567,0.0002854131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004846989,"about_ca_system_score_gemma":0.0003128305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003069039,"about_ca_topic_score_gemma":0.002072498,"domain_scores_codex":[0.9998941,0.00001008693,0.000009913329,0.00003189967,0.00004145328,0.00001248331],"domain_scores_gemma":[0.999877,0.00005800081,0.00002956228,0.000006293055,0.00002556029,0.000003674721],"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":[0.0002013199,0.0001172176,0.002301577,0.0007966886,0.00003970061,0.0002046057,0.0001042976,0.06371637,0.9197595,0.0007016321,0.0001730014,0.0118841],"study_design_scores_gemma":[0.00001949481,0.0003600711,0.003151837,0.00001578384,0.00003848259,0.0001001496,0.00003720465,0.4059809,0.5880989,0.0003184721,0.001851589,0.00002710764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210756,0.003016767,0.07231985,0.000104664,0.00002619018,0.0001341296,0.0007496339,0.0001945056,0.002378633],"genre_scores_gemma":[0.9777765,0.003242477,0.01608876,0.0000181617,0.000006558044,0.0001922538,0.0004411863,0.00002249312,0.002211645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003069039,"threshold_uncertainty_score":0.006102383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0505859030925201,"score_gpt":0.2994156442660824,"score_spread":0.2488297411735623,"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."}}