{"id":"W4403116573","doi":"10.1016/j.ultsonch.2024.107094","title":"A comparative study on sequential green hybrid techniques (ultrasonication, microwave and high shear homogenization) for the extraction of date seed bioactive compounds and its application as an additive for shelf-life extension of Oreochromis niloticus","year":2024,"lang":"en","type":"article","venue":"Ultrasonics Sonochemistry","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"United Arab Emirates University","keywords":"Homogenization (climate); Sonication; Microwave; Shelf life; Materials science; Pulp and paper industry; Chemistry; Chemical engineering; Chromatography; Food science; Computer science; Engineering; Biology","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":[0.0002492988,0.0003065203,0.0002972415,0.0004266898,0.0001498055,0.0002984139,0.0001606375,0.0002628228,0.0002995395],"category_scores_gemma":[0.0002096123,0.0001232578,0.0003788211,0.0002634738,0.0001951896,0.0003355219,0.0002135776,0.0002676693,0.00008602912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915699,"about_ca_system_score_gemma":0.0001857046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003749629,"about_ca_topic_score_gemma":0.001165814,"domain_scores_codex":[0.999816,0.00003218563,0.0000194068,0.00005460324,0.00006157759,0.00001618767],"domain_scores_gemma":[0.9998629,0.00003911928,0.00003882399,0.00001017925,0.00003493885,0.00001404417],"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":[0.00007445276,0.00002075854,0.0002545883,0.0001392908,0.0000113146,0.00003215682,0.00001759952,0.00005837292,0.9949486,0.00003029029,0.000009908611,0.004402721],"study_design_scores_gemma":[0.00001234962,0.0009659805,0.009241625,0.00001325742,0.0000990964,0.0003330529,0.00005747327,0.000690638,0.9856597,0.00004106952,0.002868578,0.00001719205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824387,0.007434533,0.008655814,0.00006781312,0.00002839489,0.00005843393,0.0001427369,0.00003674523,0.001136881],"genre_scores_gemma":[0.9804033,0.003657899,0.01354276,0.00007891407,0.0000176851,0.00005799812,0.0002176675,0.00001849396,0.002005287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004266898,"threshold_uncertainty_score":0.001389921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374528757159448,"score_gpt":0.2856539484044651,"score_spread":0.2619086608328706,"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."}}