{"id":"W3207349665","doi":"10.3390/foods10102433","title":"Aquafaba from Korean Soybean I: A Functional Vegan Food Additive","year":2021,"lang":"en","type":"article","venue":"Foods","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome Prairie; University of Saskatchewan","funders":"Ministry of Agriculture, Food and Rural Affairs; University of Saskatchewan","keywords":"Food science; Chemistry; Ingredient; Functional food; Cultivar; Soybean oil; Gluten; Gluten free; Biology; Agronomy","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006845687,0.0001701081,0.0001376647,0.00000958552,0.0001773036,0.00003752132,0.0001235297,0.00009489158,0.02259724],"category_scores_gemma":[0.00005950421,0.0001424505,0.0001160993,0.000194916,0.0001873454,0.0002679273,0.0002365774,0.0001777882,0.001121742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003489882,"about_ca_system_score_gemma":0.00001763557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002325555,"about_ca_topic_score_gemma":0.0005498184,"domain_scores_codex":[0.9987164,0.00007491485,0.0001514187,0.0004217965,0.0003244471,0.00031101],"domain_scores_gemma":[0.9994422,0.00006380391,0.00004471284,0.0002624271,0.000005831301,0.0001809788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005679261,0.00491424,0.3928379,0.00004649782,0.0009578109,0.0006475736,0.0145376,0.004014457,0.1149856,0.004227255,0.3484572,0.1138059],"study_design_scores_gemma":[0.000527649,0.0002644132,0.9013886,0.000007003029,0.00003751757,0.0000256471,0.003132002,0.00006887774,0.01832805,0.008267758,0.06760383,0.0003486403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601435,0.00006977442,0.0007233944,0.0007796137,0.000185602,0.0001271644,0.0001844533,0.00006070527,0.03772581],"genre_scores_gemma":[0.9962808,0.00000600932,0.0006280445,0.0005621259,0.0001785748,0.00001614509,0.0003728149,0.00001342354,0.001942077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5085507,"threshold_uncertainty_score":0.999656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00998822850967754,"score_gpt":0.1972945466543467,"score_spread":0.1873063181446692,"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."}}