{"id":"W4376879238","doi":"10.1016/j.ifset.2023.103385","title":"A facile strategy for plant protein fiber formation without extrusion or shear processing","year":2023,"lang":"en","type":"article","venue":"Innovative Food Science & Emerging Technologies","topic":"Food composition and properties","field":"Nursing","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University; Canadian Light Source (Canada); University of Guelph","funders":"","keywords":"Extrusion; In situ; Swelling; Fiber; Materials science; Synchrotron; Matrix (chemical analysis); Small-angle X-ray scattering; Shear force; Chemical engineering; Chemistry; Composite material; Organic chemistry; Scattering","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":[0.0002030963,0.0005093878,0.0002135383,0.0002030665,0.0002663074,0.0001910105,0.0002716675,0.0004317007,0.001094039],"category_scores_gemma":[0.0001387713,0.0002123939,0.0002499474,0.0001745718,0.000174853,0.0006131121,0.0004498222,0.0008721906,0.000665135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001573345,"about_ca_system_score_gemma":0.0002693138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003359604,"about_ca_topic_score_gemma":0.0008265147,"domain_scores_codex":[0.9998664,0.00001297115,0.00001069848,0.00004041196,0.00004088037,0.00002865493],"domain_scores_gemma":[0.9999397,0.00001066991,0.0000206841,0.000008770115,0.00001025826,0.000009846316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000360101,0.00002812709,0.00006960153,0.00008157609,0.000005965187,0.0001052601,0.00005273497,0.0001092558,0.9922761,0.0006609249,0.0001690262,0.006405534],"study_design_scores_gemma":[0.00001099425,0.0001510225,0.0005096913,0.000005805749,0.000008095629,0.0001852333,0.00002302586,0.0009368628,0.9918373,0.0001607756,0.006156795,0.00001437925],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7599232,0.003436645,0.2209235,0.0006781891,0.0002797794,0.0003482941,0.0005654371,0.0007068726,0.01313815],"genre_scores_gemma":[0.9077577,0.002047741,0.08228765,0.0002036371,0.00004097042,0.0001684409,0.0004348925,0.00008749714,0.006971378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001094039,"threshold_uncertainty_score":0.003659964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09273331975149819,"score_gpt":0.3340550346650611,"score_spread":0.2413217149135629,"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."}}