{"id":"W4414602891","doi":"10.1111/1750-3841.70572","title":"Comparative Evaluation of Ultrasonic, High Pressure, and Pulsed Electric Field Processing on the Extraction and Storage Stability of Betalains From Red Beet By‐Products","year":2025,"lang":"en","type":"article","venue":"Journal of Food Science","topic":"Botanical Research and Applications","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ste. Anne's Hospital; McGill University; Université Laval","funders":"","keywords":"Extraction (chemistry); Pigment; Sonication; Degradation (telecommunications); Electric field; Nutraceutical; Yield (engineering); Antioxidant","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001697413,0.00004322804,0.0001202881,0.00001513895,0.0001702056,0.00004056312,0.0001783742,0.00002427687,0.00001695617],"category_scores_gemma":[0.001200174,0.00001551239,0.00001632305,0.0006174334,0.0001597059,0.0001871101,0.00002067444,0.000146646,4.12564e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001657571,"about_ca_system_score_gemma":0.00009768756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005065862,"about_ca_topic_score_gemma":0.00004819173,"domain_scores_codex":[0.9989462,0.0001187163,0.0002004893,0.0001357465,0.0005091953,0.00008960747],"domain_scores_gemma":[0.9983961,0.0007274185,0.0002292716,0.00004400056,0.0005605461,0.00004263853],"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":[0.00004451451,0.00008169346,0.0004749628,0.00000415194,0.000007422951,1.710998e-8,0.00004822343,0.000005803651,0.9769128,0.0001312859,0.00007130943,0.0222178],"study_design_scores_gemma":[0.0001011465,0.0005958253,0.2762861,0.00003329072,0.00002784623,5.209527e-7,0.0001706391,0.001178974,0.7188877,0.002635362,0.00005676178,0.00002582093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947705,0.000965963,0.00003046524,0.003907749,0.00001499727,0.0001800066,0.00001283053,0.000001433266,0.0001160728],"genre_scores_gemma":[0.9998573,0.00005462221,0.0000423714,0.00002287549,0.00001583311,0.00000293961,5.765244e-7,1.396893e-7,0.000003357112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2758112,"threshold_uncertainty_score":0.1436807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06692788865046079,"score_gpt":0.333859635453531,"score_spread":0.2669317468030702,"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."}}