{"id":"W4403308928","doi":"10.1016/j.tifs.2024.104747","title":"Structural characteristics and immunomodulatory effects of polysaccharides extracted from plant seeds: A review","year":2024,"lang":"en","type":"review","venue":"Trends in Food Science & Technology","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture","funders":"","keywords":"Polysaccharide; Biology; Botany; 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":[0.0003975531,0.0005208523,0.001893146,0.0006623153,0.0001203123,0.00007259893,0.001269514,0.0005169455,0.00008639864],"category_scores_gemma":[0.0001475395,0.0002073712,0.0002274573,0.004228834,0.0007508107,0.000152313,0.0005018692,0.0007653671,0.00001384315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008428744,"about_ca_system_score_gemma":0.00007966032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001806038,"about_ca_topic_score_gemma":0.000146048,"domain_scores_codex":[0.997179,0.00007184561,0.0009057293,0.0009185146,0.0003299268,0.0005949998],"domain_scores_gemma":[0.9987588,0.0003066511,0.0005244252,0.0002627005,0.00004049482,0.0001069119],"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":[0.000002479773,0.00001943228,0.00003871772,0.003285365,0.00004084655,0.00004053996,0.00001793136,3.739631e-9,0.006833143,0.0002434119,0.00003054909,0.9894476],"study_design_scores_gemma":[0.0003982976,0.002648803,0.01057581,0.2318709,0.002963758,0.001035193,0.00009019546,0.0001108137,0.002027366,0.002952462,0.7418697,0.00345664],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06777447,0.9301711,8.052748e-8,0.0001024322,0.0004340099,0.0003390872,0.001029847,0.0001222199,0.00002675441],"genre_scores_gemma":[0.06015609,0.939412,0.00002532153,0.00003293357,0.00006584926,0.00004675346,0.0002167664,0.000004169654,0.00004011071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9859909,"threshold_uncertainty_score":0.8456352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298068870278183,"score_gpt":0.277171186710417,"score_spread":0.2473642996825987,"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."}}