{"id":"W4321764167","doi":"10.1016/j.algal.2023.103011","title":"Extraction, antioxidant activity, and hydrogel formulation of marine Cladophora glomerata","year":2023,"lang":"en","type":"article","venue":"Algal Research","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta; Faculty of Pharmaceutical Sciences, Burapha University; Burapha University","keywords":"Extraction (chemistry); Gallic acid; Chemistry; Chromatography; Acetone; Antioxidant; Food science; Ethanol; Botany; Biochemistry; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007974465,0.00008102681,0.000121236,0.00006553448,0.0002368492,0.00005491249,0.0001664246,0.00007684631,0.0002157755],"category_scores_gemma":[0.0001639656,0.00003550255,0.0000377045,0.00117292,0.0001232691,0.0002185122,0.0003626043,0.0002096891,0.00006348763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003343966,"about_ca_system_score_gemma":0.00001496589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678696,"about_ca_topic_score_gemma":0.0004145653,"domain_scores_codex":[0.9986435,0.0001121118,0.0001279786,0.000266568,0.0005285299,0.0003213191],"domain_scores_gemma":[0.9989082,0.0006516702,0.00004458735,0.00007082802,0.0002353065,0.00008937052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000669836,0.00004650754,0.01301125,0.000008105226,0.000009539274,0.000004725369,0.00001796759,6.108934e-7,0.8737168,0.0003317928,0.0002968168,0.1124889],"study_design_scores_gemma":[0.00009848568,0.0002390391,0.8855686,0.000009139086,0.000002197744,0.000005872733,0.0001177131,0.0006799654,0.1092752,0.001719439,0.002211634,0.00007279517],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961964,0.00003554702,0.000001760883,0.001052638,0.00004063439,0.0001958263,0.00001780266,0.00004779104,0.002411576],"genre_scores_gemma":[0.999146,0.000201931,0.00002477847,0.000007955679,0.0001084887,0.00001299865,0.00003199289,0.000001256977,0.0004645939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8725573,"threshold_uncertainty_score":0.2537698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061714228680577,"score_gpt":0.3684339237314919,"score_spread":0.2622625008634342,"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."}}