{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002401666,0.0004050056,0.0002823171,0.000514203,0.0001939537,0.0003600394,0.0001394856,0.0002158792,0.0005401601],"category_scores_gemma":[0.000354276,0.0000931581,0.0002589767,0.0005618883,0.0001808168,0.0002468675,0.0001623943,0.0002877462,0.000170667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868159,"about_ca_system_score_gemma":0.0001712808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00179452,"about_ca_topic_score_gemma":0.001558533,"domain_scores_codex":[0.9998044,0.00004220405,0.00001812007,0.00003268634,0.0000741239,0.0000284589],"domain_scores_gemma":[0.9998197,0.00003757069,0.00004404514,0.000007999613,0.00005415357,0.00003654174],"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":[0.00008843474,0.00002824477,0.0007515583,0.00003795291,0.000008400607,0.00006375939,0.00003192601,0.00005851499,0.9979942,0.0000179394,0.00002137732,0.0008978015],"study_design_scores_gemma":[0.0000140415,0.000686429,0.07813613,0.00001263895,0.00008116457,0.0009566748,0.0002744212,0.001968626,0.9146159,0.00009266518,0.003137027,0.00002433625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975305,0.0003932411,0.0009556243,0.00003436383,0.000005591826,0.00001722154,0.0005229362,0.00001682751,0.0005236863],"genre_scores_gemma":[0.9940111,0.0003371915,0.0025334,0.00003901485,0.00000850133,0.00003255028,0.001551987,0.0000219598,0.001464237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00179452,"threshold_uncertainty_score":0.003568172,"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."}}