{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001400313,0.0001386061,0.0001567461,0.00001271957,0.0001326201,0.00006819743,0.0002014549,0.00006811936,0.0001928714],"category_scores_gemma":[0.00003066759,0.00004155843,0.00003577933,0.0003396691,0.00001889891,0.0001517024,0.0000618836,0.0000997844,0.0004961762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003777831,"about_ca_system_score_gemma":0.000007290575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000273869,"about_ca_topic_score_gemma":0.000342604,"domain_scores_codex":[0.9989074,0.0000653445,0.0001426688,0.000374279,0.0002548404,0.0002554625],"domain_scores_gemma":[0.9997086,0.00001226311,0.00004234926,0.00008156617,0.00007748013,0.00007775902],"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":[0.0001119764,0.00004383285,0.0127333,0.00001399696,0.000009076631,4.559581e-7,0.0002411441,0.00001798696,0.9766071,0.00001993146,0.0002305198,0.009970712],"study_design_scores_gemma":[0.0003330444,0.005644254,0.1119104,0.0002447365,0.00001068863,0.00004820772,0.0007814015,0.0001730343,0.7773447,0.00002303015,0.1029033,0.0005831643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960659,0.00007231146,0.000005331276,0.001025868,0.0001757487,0.001053242,0.000004921396,0.000144003,0.001452724],"genre_scores_gemma":[0.9963297,0.000001298141,0.0001961523,0.0001046193,0.000301707,0.00008956133,0.000006657749,0.000001923512,0.002968347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1992624,"threshold_uncertainty_score":0.6377507,"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."}}