{"id":"W4353020464","doi":"10.1007/s11130-023-01056-8","title":"Nutritional and Health Benefits of the Brown Seaweed Himanthalia elongata","year":2023,"lang":"en","type":"review","venue":"Plant Foods for Human Nutrition","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Food science; Polyphenol; Phytochemical; Fucoxanthin; Carotenoid; Spirulina (dietary supplement); Biology; Botany; Algae; Chemistry; Antioxidant; Biochemistry; Raw material; Ecology","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":[0.0003638696,0.0003275165,0.0009418656,0.00005348379,0.0005382978,0.00006289942,0.0004327026,0.0002443309,0.00002345886],"category_scores_gemma":[0.000027865,0.0001264593,0.0004389199,0.0003879263,0.0001371699,0.00007212634,0.0001509583,0.0002222658,0.00000446371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009454394,"about_ca_system_score_gemma":0.00002965174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000345353,"about_ca_topic_score_gemma":0.001268475,"domain_scores_codex":[0.9981403,0.0001523094,0.0005837822,0.0004859062,0.0002953328,0.0003423085],"domain_scores_gemma":[0.9987055,0.0004483549,0.0005507833,0.0001077806,0.00009304562,0.0000945134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006618373,0.001007686,0.00006696795,0.04454402,0.0004007403,0.000002161143,0.00005073307,1.172415e-7,0.001096207,0.01154268,0.02317218,0.9180503],"study_design_scores_gemma":[0.0004111647,0.0006357005,0.002260045,0.01608164,0.0001840192,0.00005855674,0.00005051085,0.00000216939,0.00007526902,0.003041434,0.9768278,0.0003716666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003132971,0.9765806,5.853618e-7,0.0008684891,0.000255573,0.002669786,0.0163612,0.00009109558,0.00003967067],"genre_scores_gemma":[0.0005763571,0.9881606,0.00005793269,0.00006222984,0.0007184349,0.0004285658,0.009858042,0.000007001259,0.0001308871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9536557,"threshold_uncertainty_score":0.5156861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2483394658039777,"score_gpt":0.3511142757712682,"score_spread":0.1027748099672905,"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."}}