{"id":"W4408924757","doi":"10.1021/acsfoodscitech.4c00877","title":"Physicochemical and Functional Properties of Blue Lupin and White Lupin Protein Isolates","year":2025,"lang":"en","type":"article","venue":"ACS Food Science & Technology","topic":"Botanical Research and Chemistry","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Manitoba","keywords":"Lupinus; White (mutation); Biology; Protein isolate; Botany; Food science; Biochemistry","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":[0.0001631606,0.00008776272,0.0001333434,0.00003724428,0.0001946014,0.00003959158,0.000294978,0.0001257996,0.00001255098],"category_scores_gemma":[0.0003307486,0.00003610444,0.00001815636,0.00111314,0.002060694,0.0001085913,0.0003915748,0.0001828822,0.000001225354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001522393,"about_ca_system_score_gemma":0.00004180607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001014565,"about_ca_topic_score_gemma":0.00002817989,"domain_scores_codex":[0.9990648,0.000008986471,0.0001326263,0.0003421136,0.0001650494,0.000286412],"domain_scores_gemma":[0.9996877,0.00002660649,0.00003689437,0.00007200594,0.0001133985,0.00006335546],"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":[0.0000195115,0.00003777046,0.002123123,0.00001474227,0.000004682285,1.99487e-7,0.000008285736,9.58668e-8,0.9828001,0.00177483,0.00003097043,0.01318566],"study_design_scores_gemma":[0.00008590698,0.000261167,0.004147597,0.00005687115,0.000002826006,0.000005090993,0.0003300136,0.00003706197,0.9896109,0.004920931,0.0004680406,0.00007366619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929226,0.0006649979,0.000004833179,0.005980711,0.00001293325,0.0001326179,0.000004772759,0.00004973371,0.0002267809],"genre_scores_gemma":[0.9996306,0.00003089674,0.000044153,0.0000511272,0.00001453347,0.000027828,8.25817e-7,3.805453e-7,0.0001996564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.013112,"threshold_uncertainty_score":0.7592713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544572831614201,"score_gpt":0.2178832062005273,"score_spread":0.2024374778843852,"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."}}