{"id":"W4367627613","doi":"10.3390/md21050285","title":"Marine Algal Polyphenols as Skin Protective Agents: Current Status and Future Prospectives","year":2023,"lang":"en","type":"review","venue":"Marine Drugs","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Jeju National University","keywords":"Cosmeceutical; Cosmetics; Cosmeceuticals; Cosmetic industry; Polyphenol; Nutraceutical; Biology; Biotechnology; Biochemical engineering; Chemistry; Food science; Antioxidant; Biochemistry","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":[0.0005282057,0.0006955807,0.001153613,0.002010215,0.0002532836,0.001278524,0.0006449783,0.0009286285,0.00537359],"category_scores_gemma":[0.0006256752,0.0002665452,0.0006126915,0.002019912,0.0003604696,0.001376543,0.0005746887,0.00148279,0.001544858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004168224,"about_ca_system_score_gemma":0.0008403118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008087908,"about_ca_topic_score_gemma":0.001938496,"domain_scores_codex":[0.9998593,0.00002239493,0.00002236377,0.00002789335,0.00004922472,0.0000187041],"domain_scores_gemma":[0.9996287,0.0001833081,0.00005475976,0.000009325931,0.00009012719,0.00003383117],"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":[0.0001185032,0.0001244286,0.0002213531,0.03025868,0.0001066004,0.0002107429,0.00007761188,0.0003965734,0.003498787,0.002986483,0.01444152,0.9475586],"study_design_scores_gemma":[0.00002178487,0.0001978755,0.001040324,0.006168765,0.0002481576,0.0009032263,0.0001121193,0.0001528484,0.001039038,0.002006371,0.9880861,0.00002334124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001768933,0.9989415,0.00005962602,0.0001657482,0.00009533628,0.000002563706,0.00001279267,0.000004712384,0.0005408342],"genre_scores_gemma":[0.0007367591,0.998695,0.00008596283,0.00009705249,0.00007891162,0.000002844737,0.00001614522,8.48038e-7,0.0002865551],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00537359,"threshold_uncertainty_score":0.01797646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779553164856759,"score_gpt":0.3078782956274461,"score_spread":0.2700827639788785,"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."}}