{"id":"W2996080560","doi":"10.3390/foods8120685","title":"Chickpea Cultivar Selection to Produce Aquafaba with Superior Emulsion Properties","year":2019,"lang":"en","type":"article","venue":"Foods","topic":"Proteins in Food Systems","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome Prairie; University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Emulsion; Cultivar; Chemistry; Food science; Horticulture; Agronomy; Biology; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004820178,0.0004109218,0.0004963084,0.0005926184,0.0002869588,0.0004186684,0.000310277,0.0003093439,0.0009594233],"category_scores_gemma":[0.000318113,0.0002386475,0.0003134658,0.0004478957,0.0002180834,0.0001878297,0.0004135681,0.0006879141,0.0002919125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004215869,"about_ca_system_score_gemma":0.0004047432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002116978,"about_ca_topic_score_gemma":0.005229511,"domain_scores_codex":[0.9997086,0.00005073218,0.00004176918,0.00009616999,0.00006451993,0.00003830551],"domain_scores_gemma":[0.9995875,0.0001021562,0.00008357251,0.00003930113,0.00009219209,0.00009537082],"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":[0.0000651711,0.0000258591,0.0003168609,0.00001970146,0.000007929409,0.00004753029,0.00002655663,0.00002926491,0.998803,0.00002892132,0.00001123581,0.0006179289],"study_design_scores_gemma":[0.00006451641,0.0007630186,0.05393013,0.00002073087,0.0001594769,0.0007769611,0.0001847342,0.001683048,0.9343625,0.00006277931,0.007948073,0.00004402492],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994211,0.0004429078,0.003721596,0.00004084784,0.00001736407,0.0001323895,0.0004461264,0.00005586044,0.0009319109],"genre_scores_gemma":[0.9740344,0.0005123998,0.01760892,0.0000994743,0.000007628003,0.0001634121,0.001675625,0.0001784549,0.005719664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002116978,"threshold_uncertainty_score":0.00420934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624802807193329,"score_gpt":0.1927432765771139,"score_spread":0.1764952485051806,"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."}}