{"id":"W4411164089","doi":"10.1007/s11947-025-03921-7","title":"Sustainable Extraction of Carotenoids and Polyphenols from Carrots (Daucus carota L.) Using pH-Responsive Switchable Deep Eutectic Solvents","year":2025,"lang":"en","type":"article","venue":"Food and Bioprocess Technology","topic":"Microbial Metabolites in Food Biotechnology","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Daucus carota; Carotenoid; Polyphenol; Chemistry; Extraction (chemistry); Eutectic system; Food science; Botany; Chromatography; Organic chemistry; Antioxidant; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001061763,0.0003511034,0.0001652459,0.0002197438,0.0001773534,0.0003200211,0.0001236669,0.000246965,0.0004674695],"category_scores_gemma":[0.00009563608,0.000137068,0.0002231488,0.0001742046,0.0001199606,0.0003849464,0.0002972701,0.0003463896,0.0002434718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002630248,"about_ca_system_score_gemma":0.0002737316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001004973,"about_ca_topic_score_gemma":0.003266095,"domain_scores_codex":[0.9999126,0.00001037082,0.000006431459,0.00001841067,0.00003030325,0.00002190469],"domain_scores_gemma":[0.9999669,0.000005740187,0.000008002765,0.000002072319,0.000007844304,0.000009415859],"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":[0.00002318232,0.000003453525,0.00003810312,0.00003504294,0.000002283742,0.00003493466,0.000007106149,0.00004448966,0.9988633,0.0000354627,0.00001369958,0.0008988534],"study_design_scores_gemma":[0.000003708061,0.00005018157,0.0005367661,0.000008029235,0.000006286726,0.00006115137,0.00002709678,0.0003464113,0.9974319,0.00003779424,0.001484969,0.00000571095],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834318,0.003866494,0.009317175,0.000166115,0.00005399851,0.00005373729,0.0003984592,0.0000718168,0.002640339],"genre_scores_gemma":[0.9891286,0.001662968,0.005923595,0.00005618705,0.000005346744,0.00002359882,0.0002009829,0.0000190278,0.002979796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001004973,"threshold_uncertainty_score":0.001998305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007902564490754797,"score_gpt":0.266095553692331,"score_spread":0.2581929892015762,"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."}}