{"id":"W3153548059","doi":"10.31989/ffhd.v11i4.773","title":"Plant-Based Polysaccharides and their Health Functions","year":2021,"lang":"en","type":"article","venue":"Functional Foods in Health and Disease","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Rashtriya Uchchatar Shiksha Abhiyan; Indian Council of Medical Research","keywords":"Nutraceutical; Polysaccharide; Cosmetics; Human health; Biotechnology; Health benefits; Food science; Traditional medicine; Chemistry; Biology; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002325218,0.0001344762,0.0001846885,0.00001894136,0.0003729661,0.00005083078,0.00003950804,0.0000403973,0.0003229924],"category_scores_gemma":[0.0001037718,0.00006052857,0.00004701709,0.000207804,0.0000386562,0.00007193353,0.0000325586,0.0001214354,0.000006095073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002967647,"about_ca_system_score_gemma":0.0003836056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000866258,"about_ca_topic_score_gemma":0.001342594,"domain_scores_codex":[0.9988323,0.0001192928,0.0002560091,0.0003379415,0.0001194794,0.0003349288],"domain_scores_gemma":[0.9984801,0.000350665,0.00007146146,0.00004902694,0.00002517476,0.001023617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001893177,0.001124859,0.6315008,0.0008883518,0.0000540467,0.00007266582,0.0002911989,0.0001707643,0.0053736,0.009262797,0.03457569,0.314792],"study_design_scores_gemma":[0.0008493073,0.0006863555,0.8614415,0.00025529,0.00000790881,0.00005181779,0.001198025,0.002501825,0.00008580751,0.005223183,0.1272587,0.000440308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349093,0.02284725,0.00009440573,0.03909085,0.0004453999,0.0002534453,0.002178184,0.00006890653,0.0001122626],"genre_scores_gemma":[0.9825973,0.001005437,0.00005409608,0.01473663,0.0002295341,0.0000243556,0.001056663,0.00000131448,0.0002946777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3143517,"threshold_uncertainty_score":0.353654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03396648851589996,"score_gpt":0.2324026063461407,"score_spread":0.1984361178302407,"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."}}