{"id":"W4390056549","doi":"10.4490/algae.2023.38.12.1","title":"Functions and values of sulfated polysaccharides from seaweed","year":2023,"lang":"en","type":"article","venue":"ALGAE","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Cosmeceuticals; Human health; Biotechnology; Biochemical engineering; Biology; Business; Medicine; Engineering; Cosmetics","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":[0.0001632209,0.0004523325,0.0001615415,0.0009311293,0.000222301,0.0004759591,0.0001028913,0.000252643,0.0007138393],"category_scores_gemma":[0.0001621942,0.0001004587,0.0003610253,0.0007181126,0.0001908992,0.0004467774,0.0002850852,0.0003672969,0.000191361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002687107,"about_ca_system_score_gemma":0.0002895667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074854,"about_ca_topic_score_gemma":0.001013315,"domain_scores_codex":[0.9999044,0.00001799252,0.000009781326,0.00001839587,0.000031118,0.00001831236],"domain_scores_gemma":[0.9998702,0.00001460739,0.00003262918,0.000005707373,0.00004237602,0.00003441327],"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":[0.0004645726,0.00004201639,0.004602224,0.000449033,0.00003356592,0.000278673,0.0002263343,0.0002634852,0.9721076,0.0007836864,0.0001091621,0.02063963],"study_design_scores_gemma":[0.00002161418,0.0009812112,0.1059356,0.0002470872,0.0001841489,0.001301202,0.001224103,0.002156237,0.8661345,0.002481693,0.01925558,0.00007700811],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9632546,0.02737511,0.002818698,0.0002478517,0.00006041152,0.00001639397,0.0006801716,0.00003092474,0.005515836],"genre_scores_gemma":[0.9884689,0.00670741,0.001962217,0.00007362944,0.00002347909,0.000009934069,0.0004133908,0.000009420577,0.002331618],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001074854,"threshold_uncertainty_score":0.002388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652663729096205,"score_gpt":0.2227677171926785,"score_spread":0.1962410799017165,"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."}}